API Reference

Auto-generated by scripts/gen_api_ref.py. Do not edit manually.

Regenerate with: python scripts/gen_api_ref.py --write

ravana_ml — ML Substrate

Path: ravana_ml\src\ravana_ml/

| currencies.py.py | CognitiveCurrencies | class (line 27) |

| currency.py.py | _formula_cognitive_load | def (line 36) | | | _formula_stability_index | def (line 42) | | | Signal | class (line 55) | | | ThresholdAlert | class (line 88) | | | CognitiveCurrency | class (line 114) | | | create_rlm_currency | def (line 305) |

| embedder.py.py | LearnedEmbedder | class (line 17) |

| episode_injector.py.py | Fact | class (line 26) | | | EpisodeInjector | class (line 42) | | | load_pharmacology_kb | def (line 253) | | | load_ecology_kb | def (line 266) |

| free_energy.py.py | FreeEnergyAccumulator | class (line 7) |

| graph.py.py | _DimensionMismatch | class (line 14) | | | ConceptNodeType | class (line 31) | | | ConceptNode | class (line 41) | | | ConceptEdge | class (line 149) | | | ConceptBinding | class (line 419) | | | ConceptBindingMap | class (line 472) | | | CognitiveRegulator | class (line 646) | | | GeometryHistory | class (line 878) | | | ConceptGraph | class (line 1047) |

| nn.functional.py.py | relu | def (line 5) | | | sigmoid | def (line 10) | | | tanh | def (line 15) | | | softmax | def (line 20) | | | log_softmax | def (line 26) | | | gelu | def (line 30) | | | silu | def (line 35) | | | dropout | def (line 40) | | | linear | def (line 48) | | | embedding | def (line 58) | | | layer_norm | def (line 64) | | | binary_cross_entropy | def (line 79) | | | mse_loss | def (line 87) | | | cross_entropy | def (line 93) | | | one_hot | def (line 102) | | | pad | def (line 107) | | | cosine_similarity | def (line 113) |

| nn.module.py.py | Module | class (line 7) | | | Sequential | class (line 124) | | | Linear | class (line 144) | | | Embedding | class (line 256) | | | LayerNorm | class (line 331) | | | Dropout | class (line 374) | | | GRUCell | class (line 393) | | | ConceptAttentionHead | class (line 453) |

| nn.neural_decoder.py.py | TracedGRUCell | class (line 37) | | | NeuralDecoder | class (line 67) |

| nn.neuromodulator.py.py | NeuromodulatorEngine | class (line 49) |

| nn.rlm.py.py | RLM | class (line 21) |

| nn.rlm_v2.py.py | _build_glove_embedding_matrix | def (line 50) | | | RLMv2 | class (line 214) |

| nn.rlm_v2_common.py.py | _build_glove_embedding_matrix | def (line 36) |

| nn.rlm_v2_encoder.py.py | EncoderMixin | class (line 12) |

| nn.rlm_v2_graph.py.py | GraphMixin | class (line 12) |

| nn.rlm_v2_rp.py.py | RPMixin | class (line 10) |

| nn.rlm_v2_sleep.py.py | SleepMixin | class (line 13) |

| nn.rlm_v2_verb.py.py | VerbMixin | class (line 10) |

| plasticity.py.py | HebbianPlasticity | class (line 6) | | | AntiHebbianPlasticity | class (line 31) | | | StructuralPlasticity | class (line 58) |

| propagation.py.py | PropagationEngine | class (line 7) |

| relation_ontology.py.py | Candidate | class (line 133) | | | TraversalConfig | class (line 145) | | | get_sub_family | def (line 153) | | | get_family | def (line 158) | | | get_confidence | def (line 166) | | | matches_config | def (line 175) | | | print_ontology | def (line 195) |

| tensor.py.py | _resolve_dtype | def (line 13) | | | tensor | def (line 25) | | | RawTensor | class (line 38) | | | StateTensor | class (line 236) | | | Parameter | class (line 352) | | | eye | def (line 367) | | | arange | def (line 370) | | | stack | def (line 373) | | | cat | def (line 376) | | | zeros | def (line 379) | | | ones | def (line 382) | | | randn | def (line 385) | | | from_numpy | def (line 388) |

| tokenizer.py.py | TokenizerInterface | class (line 5) | | | BPETokenizer | class (line 22) | | | SimpleTokenizer | class (line 52) | | | WordTokenizer | class (line 75) | | | PixelTokenizer | class (line 112) | | | get_tokenizer | def (line 190) |

| word_tokenizer.py.py | WordTokenizer | class (line 9) |

---

ravana — Chat Engine

Path: ravana\src\ravana/

| bootstrap.manager.py.py | BootstrapManager | class (line 12) |

| bootstrap.pmi_seeder.py.py | load_corpus | def (line 41) | | | _get_fallback_sentences | def (line 62) | | | compute_pmi_from_corpus | def (line 113) | | | PMISeeder | class (line 195) |

| chat.belief_store.py.py | BeliefStore | class (line 4) |

| chat.brain_regions.py.py | _number_word_to_int | def (line 52) | | | parse_number_phrase | def (line 103) | | | count_sequence | def (line 136) | | | SelfModel | class (line 152) | | | Episode | class (line 218) | | | EpisodicIndex | class (line 227) | | | InternalAnswer | class (line 256) | | | consult_internal | def (line 261) | | | humor_is_coherent | def (line 297) | | | CauseClass | class (line 340) | | | classify_cause | def (line 345) | | | mirror_deictic | def (line 384) | | | is_reaction | def (line 401) | | | select_empathy_frame | def (line 425) |

| chat.case_distribution.py.py | CaseDistributionStore | class (line 63) | | | get_store | def (line 180) | | | record_user_casing | def (line 198) | | | persist_store | def (line 211) | | | concept_entity_score | def (line 238) | | | case_infer | def (line 282) |

| chat.chain_walker.py.py | ChainWalkerMixin | class (line 38) |

| chat.coherence_gate.py.py | _tokenize | def (line 78) | | | completeness_signal | def (line 83) | | | contradiction_signal | def (line 110) | | | relevance_signal | def (line 133) | | | CoherenceGate | class (line 162) |

| chat.constants.py.py | _is_keyboard_mash | def (line 53) | | | classify_word_pos | def (line 68) | | | ConceptPosDict | class (line 97) | | | _is_question_phrase | def (line 133) | | | _is_word_salad | def (line 154) | | | _is_word_salad_any_sentence | def (line 362) | | | junk_score | def (line 407) |

| chat.engine.py.py | CognitiveChatEngine | class (line 182) |

| chat.functional_lexicon.py.py | FunctionalLexicon | class (line 54) | | | default_lexicon | def (line 114) |

| chat.hedges.py.py | hedge_frame | def (line 82) | | | modality_from_support | def (line 106) |

| chat.intent_router.py.py | _reference_features | def (line 160) | | | _affect_features | def (line 175) | | | _mean_pool | def (line 193) | | | _build_anchor | def (line 214) | | | _max_proj | def (line 228) | | | _shape_features | def (line 250) | | | IntentRouter | class (line 272) | | | default_router | def (line 490) |

| chat.interface.py.py | CognitiveResponseContext | class (line 104) | | | ChatConfig | class (line 130) | | | ChatInterface | class (line 144) | | | main | def (line 1915) |

| chat.junk_scorer.py.py | configure | def (line 53) | | | _structural_floor | def (line 67) | | | _is_keyboard_mash | def (line 85) | | | _salad_signal | def (line 105) | | | wordnet_grounding | def (line 124) | | | _extract_features | def (line 150) | | | OnlineJunkClassifier | class (line 166) | | | _cohen_kappa | def (line 273) | | | JunkLabelBuffer | class (line 290) | | | _get_classifier | def (line 418) | | | _set_classifier | def (line 432) | | | get_buffer | def (line 437) | | | record_label | def (line 448) | | | junk_score | def (line 488) | | | refit_now | def (line 520) |

| chat.metacognition.py.py | fok_confidence | def (line 45) | | | should_assert | def (line 64) | | | Metacognition | class (line 76) |

| chat.models.py.py | CorrectionType | class (line 6) | | | Correction | class (line 15) | | | FailedQuery | class (line 31) | | | ChainHop | class (line 45) | | | ChainTrace | class (line 58) | | | CognitiveResponseContext | class (line 65) |

| chat.monitor_gate.py.py | _real_words | def (line 59) | | | _has_truncated_repetition | def (line 64) | | | detects_fluent_tautology | def (line 78) |

| chat.pos_model.py.py | PosModel | class (line 43) | | | _seed_from_constants | def (line 140) |

| chat.provenance.py.py | _meta | def (line 76) | | | provenance_class | def (line 85) | | | is_verifiable | def (line 112) | | | admit_as_fact | def (line 117) | | | provenance_adjusted_confidence | def (line 126) | | | surface_cue | def (line 143) | | | populate_provenance | def (line 168) | | | save_policy | def (line 204) | | | load_policy | def (line 211) |

| chat.realizer_lexicon.py.py | RealizerLexicon | class (line 57) | | | default_lexicon | def (line 113) |

| chat.response_gen.py.py | _is_meta | def (line 32) | | | ResponseGenMixin | class (line 50) |

| chat.safety_valence.py.py | SafetyValence | class (line 55) |

| chat.salad_classifier.py.py | _GloveIndex | class (line 65) | | | _sentences | def (line 113) | | | _words | def (line 117) | | | extract_features | def (line 121) | | | SaladClassifier | class (line 232) | | | destructive_transform | def (line 272) | | | get_classifier | def (line 317) | | | is_salad_learned | def (line 327) |

| chat.self_model_router.py.py | extract_features | def (line 56) | | | RouterFit | class (line 87) | | | SelfAddressRouter | class (line 94) | | | is_self_addressed | def (line 168) | | | get_router | def (line 173) |

| chat.snippet_pe_config.py.py | SnippetPEConfig | class (line 53) | | | default_config | def (line 114) |

| chat.snippet_quality.py.py | is_token_salad | def (line 57) | | | SnippetStructureModel | class (line 123) | | | default_model | def (line 314) |

| chat.synaptic_dynamics.py.py | sigmoid_gate | def (line 26) | | | inverse_sigmoid_gate | def (line 38) | | | relevance_suppression | def (line 46) | | | relevance_suppression_dual | def (line 58) | | | degree_adaptive_threshold | def (line 75) | | | degree_suppression | def (line 89) | | | recency_modulation | def (line 105) | | | task_relevance_gate | def (line 117) | | | post_hoc_relevance_filter | def (line 128) | | | self_penalty_gate | def (line 136) | | | rlm_confidence_modulation | def (line 150) | | | valence_modulation | def (line 167) | | | dominance_modulation | def (line 183) | | | edge_strength_suppression | def (line 195) | | | repetition_penalty | def (line 205) | | | dormant_edge_modulation | def (line 219) | | | causal_bias_activation | def (line 234) | | | SynapticDepression | class (line 241) | | | SignalModulator | class (line 337) | | | ConnectorLearner | class (line 379) |

| chat.user_model.py.py | UserModel | class (line 30) |

| chat.web_learning.py.py | _proj_root_corpora | def (line 32) | | | _clean_snippet | def (line 37) | | | _null_ctx | class (line 57) | | | _scan_books_for_concepts | def (line 63) | | | WebLearningMixin | class (line 105) | | | _EngineGraphShim | class (line 2524) |

| cognitive.framework.py.py | FrameworkConfig | class (line 47) | | | FrameworkState | class (line 74) | | | CognitiveFramework | class (line 122) |

| core.abstraction_engine.py.py | AbstractionPerspective | class (line 32) | | | AbstractionResult | class (line 41) | | | AbstractionConfig | class (line 50) | | | AbstractionEngine | class (line 58) | | | analyze_abstract_concept | def (line 354) |

| core.active_inference.py.py | EFEState | class (line 29) | | | ActiveInferenceController | class (line 41) |

| core.analogy_engine.py.py | AnalogicalMapping | class (line 35) | | | AnalogyConfig | class (line 47) | | | AnalogyEngine | class (line 56) | | | solve_analogy_query | def (line 281) |

| core.attractor_memory.py.py | AttractorMemory | class (line 41) |

| core.belief_store.py.py | UserBeliefProfile | class (line 11) | | | BeliefConfig | class (line 24) | | | BeliefStore | class (line 30) |

| core.causal_schema.py.py | CausalSchema | class (line 24) | | | CausalSchemaConfig | class (line 46) | | | CausalSchemaLearner | class (line 54) |

| core.coherence.py.py | CoherenceNetwork | class (line 4) |

| core.dual_code_space.py.py | DualCodeSpace | class (line 35) |

| core.dual_process.py.py | Route | class (line 15) | | | ConflictSignal | class (line 33) | | | DualProcessConfig | class (line 51) | | | RouteDecision | class (line 63) | | | DualProcessController | class (line 71) |

| core.emotion.py.py | VADConfig | class (line 18) | | | VADState | class (line 34) | | | VADEmotionEngine | class (line 44) |

| core.event_schema.py.py | ProcessStep | class (line 42) | | | EventSchema | class (line 53) | | | EventSchemaLibrary | class (line 62) |

| core.global_workspace.py.py | GWConfig | class (line 17) | | | WorkspaceItem | class (line 25) | | | GlobalWorkspace | class (line 35) |

| core.hippocampal_buffer.py.py | FactTriple | class (line 26) | | | HippocampalConfig | class (line 39) | | | HippocampalBuffer | class (line 47) |

| core.hrr_reasoner.py.py | HRRReasoner | class (line 33) |

| core.identity.py.py | IdentityState | class (line 14) | | | IdentityConfig | class (line 33) | | | IdentityEngine | class (line 42) |

| core.implicature_detector.py.py | ImplicatureResult | class (line 23) | | | ImplicatureDetector | class (line 33) |

| core.meaning.py.py | MeaningConfig | class (line 13) | | | MeaningState | class (line 22) | | | MeaningEngine | class (line 35) |

| core.meta_cognition.py.py | EpistemicMode | class (line 15) | | | MetaCognitiveConfig | class (line 24) | | | MetaCognition | class (line 30) |

| core.mirror.py.py | MirrorConfig | class (line 197) | | | MirrorState | class (line 218) | | | _morphological_normalize | def (line 245) | | | UserEmotionDetector | class (line 263) | | | EmotionalMirrorEngine | class (line 411) |

| core.predictive_coding.py.py | PredictiveCodingLearner | class (line 5) |

| core.proposition_parser.py.py | Proposition | class (line 23) | | | PropositionParser | class (line 34) |

| core.quantity_modifier.py.py | QuantityModifier | class (line 21) | | | QuantityModifierSystem | class (line 95) |

| core.question_decomposition.py.py | QuestionCategory | class (line 65) | | | SubQuestion | class (line 82) | | | DecompositionResult | class (line 115) | | | _is_abstract | def (line 149) | | | QuestionAnalyzer | class (line 197) | | | DecompositionStrategies | class (line 603) | | | QuestionDecompositionEngine | class (line 1187) |

| core.relation_memory.py.py | ComparativeRelation | class (line 23) | | | RelationMemoryConfig | class (line 33) | | | RelationMemory | class (line 40) |

| core.situation_model.py.py | SituationState | class (line 41) | | | SituationModel | class (line 63) |

| core.sleep.py.py | SleepConfig | class (line 20) | | | SleepConsolidation | class (line 47) |

| core.sub_answer_synthesizer.py.py | SubAnswerSynthesizer | class (line 29) | | | build_decomposed_response | def (line 451) |

| core.system1.py.py | System1Attractor | class (line 5) |

| core.system2.py.py | System2Simulator | class (line 6) |

| core.vsa.py.py | hrr_bind | def (line 4) | | | hrr_unbind | def (line 8) | | | cosine_sim | def (line 12) | | | VSAManager | class (line 21) | | | VSASchema | class (line 78) |

| core.working_memory.py.py | hrr_bind | def (line 5) | | | hrr_unbind | def (line 9) | | | cosine_sim | def (line 13) | | | WorkingMemorySlot | class (line 22) | | | WorkingMemory | class (line 41) |

| decoder.engine.py.py | DecoderConfig | class (line 17) | | | DecoderEngine | class (line 26) |

| decoder.predictive_coding_generator.py.py | PredictiveCodingGenerator | class (line 38) |

| graph.engine.py.py | GraphEngine | class (line 309) |

| language.basal_ganglia.py.py | BasalGangliaGate | class (line 34) |

| language.cerebellar_ngram.py.py | CerebellarState | class (line 27) | | | CerebellarNgram | class (line 36) |

| language.prefrontal_workspace.py.py | DiscourseType | class (line 21) | | | DiscourseIntent | class (line 35) | | | DiscoursePlan | class (line 49) | | | SpeechActClassifier | class (line 56) | | | QuestionSubtypeClassifier | class (line 302) | | | _normalize_contractions | def (line 455) | | | SocialIntentClassifier | class (line 491) | | | SurpriseGate | class (line 656) | | | EmergentCategoryLearner | class (line 749) | | | PrefrontalWorkspace | class (line 876) |

| language.register.py.py | RegisterController | class (line 13) |

| language.schemas.py.py | SchemaLibrary | class (line 6) | | | VSAEventSchema | class (line 176) |

| language.surface_realizer.py.py | DiscourseState | class (line 45) | | | SurfaceRealizer | class (line 58) |

| language.syntactic_cell_assembly.py.py | SyntacticFrame | class (line 24) | | | SyntacticCellAssembly | class (line 45) |

| language.verb_lexicon.py.py | _default_vector_fn | def (line 56) | | | VerbLexicon | class (line 82) |

| learn.consolidation.py.py | ReplayExperience | class (line 10) | | | HippocampalReplay | class (line 18) |

| learn.curiosity.py.py | CuriosityEngine | class (line 5) |

| nn.rlm.plasticity.py.py | Plasticity | class (line 13) |

| nn.rlm.propagation.py.py | PropagationEngine | class (line 12) |

| nn.rlm.relation_predictor.py.py | RelationPredictor | class (line 69) |

| ontology.attribute_calibration.py.py | load_fitted_theta | def (line 51) | | | calibrated_property_threshold | def (line 74) | | | ood_abstain | def (line 99) | | | _sense_for_dim | def (line 136) | | | realize_dim | def (line 144) |

| ontology.attribute_encoder.py.py | AttributeEncoder | class (line 98) | | | build_glove64_lookup | def (line 173) | | | train_from_binder | def (line 184) | | | LancasterEncoder | class (line 216) | | | train_from_lancaster | def (line 228) | | | CombinedAttributeEncoder | class (line 263) | | | load_combined_encoder | def (line 308) |

| ontology.conceptnet.py.py | _term | def (line 41) | | | _weight_of | def (line 47) | | | _accum | def (line 58) | | | ConceptNetOntology | class (line 153) |

| ontology.derived.py.py | DerivedOntology | class (line 103) |

| ontology.graph_typing.py.py | build_label_index | def (line 57) | | | _nearest_parents | def (line 72) | | | inject_conceptnet_typed_edges | def (line 118) |

| ontology.linggen.py.py | LingGenConditioner | class (line 54) | | | hrr_vary_words | def (line 166) | | | adaptive_floor | def (line 242) | | | should_use_freeform | def (line 259) |

| storage.db.py.py | CognitiveDB | class (line 9) | | | migrate_pickle_to_sqlite | def (line 239) |

| web.learner.py.py | SearchConfig | class (line 79) | | | SearchError | class (line 129) | | | SearchEngine | class (line 134) | | | WebLearner | class (line 533) |

| web.openie.py.py | Fact | class (line 105) | | | _split_sentences | def (line 117) | | | _tokenize | def (line 124) | | | _chunk | def (line 128) | | | OpenIEExtractor | class (line 139) |

| web.web_to_graph.py.py | KnowledgeGap | class (line 33) | | | WebToGraph | class (line 48) |

---

ravana_grace — GRACE Cognitive Core

Path: ravana-v2\src\ravana_grace/

| agent.mode_orchestrator.py.py | AgentMode | class (line 28) | | | ModeDecision | class (line 35) | | | InterviewResult | class (line 43) | | | ModeOrchestrator | class (line 55) | | | main | def (line 455) |

| agent.ravana_agent_loop.py.py | get_groq_client | def (line 48) | | | groq_complete | def (line 55) | | | research_ravana_improvements | def (line 73) | | | extract_topic | def (line 128) | | | brainstorm_evaluate | def (line 146) | | | implement_improvement | def (line 202) | | | implement_memory_improvement | def (line 218) | | | implement_hermes_feature | def (line 225) | | | implement_grounding_improvement | def (line 232) | | | implement_general_improvement | def (line 239) | | | run_tests | def (line 248) | | | build_report | def (line 297) | | | run_agent | def (line 339) | | | increment_version | def (line 409) |

| agent.test_runner.py.py | run_test | def (line 17) | | | main | def (line 34) |

| agent.version_manager.py.py | ScriptVersion | class (line 21) | | | VersionEntry | class (line 30) | | | ChangeEntry | class (line 38) | | | VersionManager | class (line 47) |

| core.active_epistemology.py.py | InformationGainMethod | class (line 22) | | | VoIConfig | class (line 30) | | | HypothesisDivergence | class (line 54) | | | ExperimentPlan | class (line 66) | | | InformationGainCalculator | class (line 75) | | | HypothesisDrivenActionSelector | class (line 202) | | | ActiveEpistemologyLayer | class (line 312) |

| core.adaptation.py.py | AdaptationConfig | class (line 15) | | | ClampExperience | class (line 34) | | | PolicyTweakLayer | class (line 46) | | | AdaptiveGovernorBridge | class (line 264) |

| core.belief_reasoner.py.py | EvidenceType | class (line 18) | | | Hypothesis | class (line 27) | | | EvidenceEvent | class (line 78) | | | BeliefConfig | class (line 94) | | | BeliefReasoner | class (line 109) |

| core.cognitive.py.py | get_runtime_mode | def (line 18) | | | configure_runtime | def (line 22) |

| core.conversational_repair.py.py | CorrectionType | class (line 27) | | | _extract_relation_type | def (line 49) | | | _parse_text_to_triples | def (line 72) | | | RepairEvent | class (line 136) | | | ConversationalRepair | class (line 149) |

| core.dialogue_context.py.py | Triple | class (line 23) | | | ActiveSubgraph | class (line 40) | | | DialogueState | class (line 261) | | | DialogueContext | class (line 271) |

| core.dual_process.py.py | ProcessingRoute | class (line 16) | | | RouteDecision | class (line 29) | | | ConflictSignal | class (line 42) | | | DualProcessConfig | class (line 60) | | | DualProcessController | class (line 84) |

| core.embedder.py.py | LearnedEmbedder | class (line 23) | | | SentenceTransformerEmbedder | class (line 139) |

| core.emotion.py.py | VADState | class (line 15) | | | VADConfig | class (line 45) | | | VADEmotionEngine | class (line 92) |

| core.empathy.py.py | EmpathyConfig | class (line 16) | | | OtherMind | class (line 27) | | | EmpathyEngine | class (line 51) |

| core.environment.py.py | HiddenDynamics | class (line 14) | | | WorldState | class (line 23) | | | EnvironmentConfig | class (line 45) | | | NonStationaryEnvironment | class (line 64) | | | WorldModelEvaluator | class (line 181) |

| core.global_workspace.py.py | GWContent | class (line 16) | | | GWConfig | class (line 27) | | | GlobalWorkspace | class (line 36) |

| core.governor.py.py | RegulationMode | class (line 15) | | | GovernorConfig | class (line 25) | | | ClampEvent | class (line 61) | | | ClampDiagnostics | class (line 73) | | | CognitiveSignals | class (line 186) | | | RegulatedOutput | class (line 204) | | | Governor | class (line 220) |

| core.human_memory.py.py | HumanMemoryConfig | class (line 35) | | | HumanMemoryRecord | class (line 90) | | | _DictGraph | class (line 126) | | | HumanMemoryEngine | class (line 181) |

| core.hypothesis_generation.py.py | HypothesisType | class (line 30) | | | GeneratedHypothesis | class (line 41) | | | GenerationConfig | class (line 88) | | | HypothesisGenerator | class (line 124) |

| core.identity.py.py | IdentityState | class (line 14) | | | IdentityEngine | class (line 39) |

| core.intent.py.py | SystemObjective | class (line 17) | | | ObjectiveState | class (line 26) | | | IntentConfig | class (line 50) | | | IntentEngine | class (line 93) | | | IntentAwareStrategy | class (line 337) |

| core.meaning.py.py | MeaningConfig | class (line 16) | | | MeaningRecord | class (line 36) | | | MeaningEngine | class (line 49) |

| core.memory.py.py | MemoryTrace | class (line 15) | | | EpisodicMemory | class (line 25) | | | SemanticMemory | class (line 46) | | | WorkingMemory | class (line 68) | | | RavanaMemorySystem | class (line 84) |

| core.memory_reconstructor.py.py | MemoryReconstructor | class (line 23) |

| core.meta2_cognition.py.py | EpistemicCritiqueType | class (line 66) | | | Meta2Config | class (line 78) | | | HypothesisSpaceAudit | class (line 105) | | | BiasAssessment | class (line 116) | | | ProbeStrategyEvaluation | class (line 127) | | | IdentityBeliefCoupling | class (line 138) | | | EpistemicEpiphany | class (line 149) | | | Meta2CognitionEngine | class (line 176) |

| core.meta2_integration.py.py | Meta2GenerationConfig | class (line 18) | | | Meta2IntegratedGenerator | class (line 32) |

| core.meta_cognition.py.py | EpistemicMode | class (line 20) | | | ProbeResult | class (line 29) | | | ReasoningQualityMetrics | class (line 40) | | | MetaCognitiveConfig | class (line 50) | | | ReasoningQualityTracker | class (line 70) | | | ConfidenceCalibrator | class (line 132) | | | BiasDetector | class (line 188) | | | MetaCognition | class (line 242) |

| core.occam_layer.py.py | OccamConfig | class (line 19) | | | HypothesisScore | class (line 41) | | | OccamLayer | class (line 61) | | | DisciplinedBeliefSystem | class (line 249) |

| core.planning.py.py | SimulatedFuture | class (line 17) | | | PlanningConfig | class (line 27) | | | MicroPlanner | class (line 62) |

| core.predictive_world.py.py | WorldModelConfig | class (line 15) | | | PredictedState | class (line 36) | | | AnomalyEvent | class (line 54) | | | LearnedWorldModel | class (line 72) | | | FalseWorldTester | class (line 342) |

| core.reality_friction.py.py | FrictionType | class (line 46) | | | NoiseConfig | class (line 57) | | | DelayConfig | class (line 66) | | | PartialObsConfig | class (line 75) | | | NonStationaryConfig | class (line 83) | | | ResourceConfig | class (line 92) | | | RealityFrictionConfig | class (line 101) | | | ObservedState | class (line 118) | | | DelayedFeedback | class (line 130) | | | FrictionMetrics | class (line 141) | | | HiddenVariableModel | class (line 168) | | | RealityFrictionLayer | class (line 239) |

| core.resolution.py.py | ResolutionEvent | class (line 15) | | | ResolutionMemory | class (line 32) | | | ResolutionEngine | class (line 82) |

| core.runtime.py.py | RuntimeMode | class (line 19) | | | get_runtime_mode | def (line 28) | | | configure_runtime | def (line 36) |

| core.sleep.py.py | SleepStage | class (line 18) | | | DreamPerturbationType | class (line 28) | | | SleepConfig | class (line 36) | | | SleepRecord | class (line 76) | | | SleepConsolidation | class (line 90) |

| core.social_epistemology.py.py | AgentType | class (line 37) | | | ConflictType | class (line 47) | | | TrustUpdateReason | class (line 56) | | | AgentBelief | class (line 67) | | | TrustScore | class (line 90) | | | BeliefConflict | class (line 159) | | | ConsensusBelief | class (line 178) | | | SocialEpistemicConfig | class (line 192) | | | SocialEpistemologyEngine | class (line 217) |

| core.state.py.py | CognitivePhase | class (line 14) | | | CognitiveState | class (line 22) | | | StateManager | class (line 65) |

| core.strategy.py.py | ExplorationMode | class (line 15) | | | ModeSelection | class (line 24) | | | StrategyConfig | class (line 33) | | | BehavioralContext | class (line 63) | | | StrategyLayer | class (line 86) |

| core.strategy_learning.py.py | ModeOutcome | class (line 17) | | | LearningConfig | class (line 39) | | | StrategyLearningLayer | class (line 56) | | | StrategyWithLearning | class (line 293) |

| core.surgical_probes.py.py | ProbeType | class (line 15) | | | ProbeOutcome | class (line 27) | | | ProbeExperiment | class (line 38) | | | SurgicalProbeConfig | class (line 48) | | | SurgicalProbeSelector | class (line 69) |

| core.vector_index.py.py | SharedVectorIndex | class (line 18) |

| dev_mode_test.py.py | _ensure_paths | def (line 15) | | | _import_governor | def (line 23) | | | test_module_installed | def (line 32) | | | test_dev_path | def (line 41) | | | test_dev_flag | def (line 51) | | | main | def (line 61) |

| dialogue.dialogue_engine.py.py | DialogueEngineConfig | class (line 40) | | | DialogueTurnRecord | class (line 91) | | | DialogueEngine | class (line 105) |

| interface_agent.scripts.interview_mode.py.py | InterviewMode | class (line 21) |

| interface_agent.scripts.llm_interpreter.py.py | LLMInterpreter | class (line 19) |

| interface_agent.scripts.memory_learner.py.py | LearnedLesson | class (line 24) | | | ProceduralSequence | class (line 40) | | | MemoryLearner | class (line 53) |

| interface_agent.scripts.prompt_composer.py.py | _state_frame | def (line 97) | | | _mode_tone | def (line 118) | | | PromptComposer | class (line 132) |

| interface_agent.scripts.ravana_agent.py.py | RavanaAgent | class (line 37) | | | main | def (line 289) |

| interface_agent.scripts.ravana_wrapper.py.py | RavanaWrapper | class (line 24) |

| interface_agent.scripts.reality_grounding.py.py | NewsItem | class (line 24) | | | NewsMDPScenario | class (line 58) | | | NewsToMDPPipeline | class (line 110) | | | RealityGrounding | class (line 402) |

| interface_agent.scripts.telegram_reporter.py.py | ReportFormat | class (line 13) | | | TelegramReporter | class (line 20) |

| interface_agent.scripts.version_manager.py.py | get_db | def (line 19) | | | init_db | def (line 25) | | | compute_checksum | def (line 66) | | | get_script_versions | def (line 74) | | | record_version | def (line 98) | | | get_latest_version | def (line 126) | | | get_context | def (line 139) | | | save_context | def (line 157) | | | add_changelog | def (line 170) | | | get_changelog | def (line 185) | | | get_pending_improvements | def (line 196) | | | mark_tested | def (line 204) | | | detect_changes | def (line 214) |

| probes.constraint_stress.py.py | run_constraint_stress | def (line 13) |

| probes.exploration_pressure.py.py | run_exploration_probe | def (line 15) |

| probes.learning_signal.py.py | run_learning_probe | def (line 15) |

| research.core_k0.agent_loop.py.py | AgentAction | class (line 11) | | | AgentState | class (line 19) | | | K0Config | class (line 51) | | | MinimalAgent | class (line 68) |

| research.core_k0.agent_loop_k1.py.py | AgentAction | class (line 12) | | | K1AgentConfig | class (line 20) | | | AgentState | class (line 30) | | | K1Agent | class (line 59) |

| research.core_k0.agent_loop_k1_2.py.py | AgentState | class (line 20) | | | K1_2_Agent | class (line 44) |

| research.core_k0.agent_loop_k1_3.py.py | ExplorationMode | class (line 24) | | | AgentState | class (line 32) | | | K1_3_Agent | class (line 77) |

| research.core_k0.agent_loop_k2.py.py | ExplorationMode | class (line 20) | | | ActionOutcome | class (line 28) | | | PolicyWeights | class (line 42) | | | AgentState | class (line 62) | | | K2_Agent | class (line 142) |

| research.core_k0.agent_loop_k3.py.py | StrategyMode | class (line 24) | | | ContextTransition | class (line 38) | | | TrajectoryPattern | class (line 54) | | | K3_Agent | class (line 103) |

| research.core_k0.agent_loop_k3_belief.py.py | SignalHistory | class (line 34) | | | K3_Belief_Agent | class (line 53) |

| research.core_k0.checkpoint.py.py | CheckpointManager | class (line 12) |

| research.core_k0.debug_agent_state.py.py | inspect_agent_state | def (line 13) |

| research.core_k0.env_scheduler.py.py | EnvironmentScheduler | class (line 10) |

| research.core_k0.long_horizon_stability_test.py.py | EpisodeMetrics | class (line 30) | | | PhaseMetrics | class (line 52) | | | LongHorizonStabilityTest | class (line 70) | | | main | def (line 488) |

| research.core_k0.long_horizon_stability_test_v2.py.py | EpisodeRecord | class (line 33) | | | PhaseSummary | class (line 51) | | | LongHorizonStabilityTest | class (line 67) | | | main | def (line 396) |

| research.core_k0.metrics.py.py | RavanaMetrics | class (line 10) |

| research.core_k0.run_k0_test.py.py | main | def (line 14) |

| research.core_k0.run_k1_1_test.py.py | main | def (line 15) |

| research.core_k0.run_k1_2_multi.py.py | run_single_life | def (line 24) | | | analyze_multi_episode | def (line 113) | | | main | def (line 199) |

| research.core_k0.run_k1_2_test.py.py | run_k1_2_test | def (line 16) |

| research.core_k0.run_k1_test.py.py | main | def (line 15) |

| research.core_k0.run_k3_research_suite.py.py | run_full_research_suite | def (line 20) |

| research.core_k0.test_k1_3.py.py | run_single_agent | def (line 18) | | | run_multi_test | def (line 86) |

| research.core_k0.test_k2_breakers.py.py | test_environment | def (line 23) | | | run_k2_breaker_test | def (line 61) |

| research.core_k0.test_k2_learning.py.py | run_single_episode_run | def (line 18) | | | run_learning_test | def (line 58) |

| research.core_k0.test_k2_robustness.py.py | PerturbedResourceEnv | class (line 20) | | | AdversarialResourceEnv | class (line 79) | | | run_single_episode_run | def (line 109) | | | test_1_environment_perturbation | def (line 145) | | | test_2_adversarial_runs | def (line 189) | | | test_3_cold_start_robustness | def (line 225) | | | test_4_long_horizon_stress | def (line 267) | | | run_all_robustness_tests | def (line 304) |

| research.core_k0.test_k3_exp1_isolation.py.py | K3_Isolated_Agent | class (line 29) | | | test_belief_isolation | def (line 48) |

| research.core_k0.test_k3_exp2_coupling.py.py | K3_Coupled_Agent | class (line 25) | | | test_coupling_threshold | def (line 70) | | | run_coupling_sweep | def (line 108) |

| research.core_k0.test_k3_exp3_metastability.py.py | K3_Coupled_Agent | class (line 29) | | | MetaStabilityMonitor | class (line 38) | | | K3_MetaStable_Agent | class (line 113) | | | test_metastability_vs_fixed | def (line 211) |

| research.core_k0.test_k3_regime_shift.py.py | RegimeShiftEnv | class (line 23) | | | run_regime_shift_test | def (line 56) | | | test_regime_shift_adaptation | def (line 123) |

| research.core_k0.test_k3_trajectory.py.py | run_single_trajectory_run | def (line 23) | | | test_k3_trajectory_advantages | def (line 106) |

| research.core_k0.test_latent_regime.py.py | run_single_run | def (line 20) | | | test_latent_regime | def (line 73) |

| research.core_k0.verify_formula.py.py | verify_dissonance_formula | def (line 16) | | | verify_identity_formula | def (line 86) |

| research.experiments_k0.classroom_env.py.py | ClassroomEnv | class (line 15) |

| research.experiments_k0.deceptive_env.py.py | DeceptiveStateEnv | class (line 28) |

| research.experiments_k0.delayed_env.py.py | DelayedRewardEnv | class (line 26) |

| research.experiments_k0.latent_regime_env.py.py | LatentRegime | class (line 21) | | | LatentRegimeEnv | class (line 27) | | | K2_Baseline | class (line 201) |

| research.experiments_k0.resource_env.py.py | HiddenRegime | class (line 15) | | | ResourceSurvivalEnv | class (line 23) |

| scripts.classroom_data_pilot.py.py | ClassroomPilot | class (line 21) |

| scripts.consolidate_research.py.py | consolidate_research_package | def (line 8) |

| scripts.generate_student_data.py.py | generate_synthetic_student_data | def (line 7) |

| training.pipeline.py.py | TrainingConfig | class (line 16) | | | TrainingPipeline | class (line 29) | | | main | def (line 178) |

---

---

Auto-Generated Index

This section is auto-generated by scripts/gen_api_ref.py.

Regenerate with: python scripts/gen_api_ref.py --write

ravana_ml — ML Substrate

Path: ravana_ml\src\ravana_ml/

| currencies.py.py | CognitiveCurrencies | class (line 27) |

| currency.py.py | _formula_cognitive_load | def (line 36) | | | _formula_stability_index | def (line 42) | | | Signal | class (line 55) | | | ThresholdAlert | class (line 88) | | | CognitiveCurrency | class (line 114) | | | create_rlm_currency | def (line 305) |

| embedder.py.py | LearnedEmbedder | class (line 17) |

| episode_injector.py.py | Fact | class (line 26) | | | EpisodeInjector | class (line 42) | | | load_pharmacology_kb | def (line 253) | | | load_ecology_kb | def (line 266) |

| free_energy.py.py | FreeEnergyAccumulator | class (line 7) |

| graph.py.py | _DimensionMismatch | class (line 14) | | | ConceptNodeType | class (line 31) | | | ConceptNode | class (line 41) | | | ConceptEdge | class (line 149) | | | ConceptBinding | class (line 419) | | | ConceptBindingMap | class (line 472) | | | CognitiveRegulator | class (line 646) | | | GeometryHistory | class (line 878) | | | ConceptGraph | class (line 1047) |

| nn.functional.py.py | relu | def (line 5) | | | sigmoid | def (line 10) | | | tanh | def (line 15) | | | softmax | def (line 20) | | | log_softmax | def (line 26) | | | gelu | def (line 30) | | | silu | def (line 35) | | | dropout | def (line 40) | | | linear | def (line 48) | | | embedding | def (line 58) | | | layer_norm | def (line 64) | | | binary_cross_entropy | def (line 79) | | | mse_loss | def (line 87) | | | cross_entropy | def (line 93) | | | one_hot | def (line 102) | | | pad | def (line 107) | | | cosine_similarity | def (line 113) |

| nn.module.py.py | Module | class (line 7) | | | Sequential | class (line 124) | | | Linear | class (line 144) | | | Embedding | class (line 256) | | | LayerNorm | class (line 331) | | | Dropout | class (line 374) | | | GRUCell | class (line 393) | | | ConceptAttentionHead | class (line 453) |

| nn.neural_decoder.py.py | TracedGRUCell | class (line 37) | | | NeuralDecoder | class (line 67) |

| nn.neuromodulator.py.py | NeuromodulatorEngine | class (line 49) |

| nn.rlm.py.py | RLM | class (line 21) |

| nn.rlm_v2.py.py | _build_glove_embedding_matrix | def (line 50) | | | RLMv2 | class (line 214) |

| nn.rlm_v2_common.py.py | _build_glove_embedding_matrix | def (line 36) |

| nn.rlm_v2_encoder.py.py | EncoderMixin | class (line 12) |

| nn.rlm_v2_graph.py.py | GraphMixin | class (line 12) |

| nn.rlm_v2_rp.py.py | RPMixin | class (line 10) |

| nn.rlm_v2_sleep.py.py | SleepMixin | class (line 13) |

| nn.rlm_v2_verb.py.py | VerbMixin | class (line 10) |

| plasticity.py.py | HebbianPlasticity | class (line 6) | | | AntiHebbianPlasticity | class (line 31) | | | StructuralPlasticity | class (line 58) |

| propagation.py.py | PropagationEngine | class (line 7) |

| relation_ontology.py.py | Candidate | class (line 133) | | | TraversalConfig | class (line 145) | | | get_sub_family | def (line 153) | | | get_family | def (line 158) | | | get_confidence | def (line 166) | | | matches_config | def (line 175) | | | print_ontology | def (line 195) |

| tensor.py.py | _resolve_dtype | def (line 13) | | | tensor | def (line 25) | | | RawTensor | class (line 38) | | | StateTensor | class (line 236) | | | Parameter | class (line 352) | | | eye | def (line 367) | | | arange | def (line 370) | | | stack | def (line 373) | | | cat | def (line 376) | | | zeros | def (line 379) | | | ones | def (line 382) | | | randn | def (line 385) | | | from_numpy | def (line 388) |

| tokenizer.py.py | TokenizerInterface | class (line 5) | | | BPETokenizer | class (line 22) | | | SimpleTokenizer | class (line 52) | | | WordTokenizer | class (line 75) | | | PixelTokenizer | class (line 112) | | | get_tokenizer | def (line 190) |

| word_tokenizer.py.py | WordTokenizer | class (line 9) |

ravana — Chat Engine

Path: ravana\src\ravana/

| bootstrap.manager.py.py | BootstrapManager | class (line 12) |

| bootstrap.pmi_seeder.py.py | load_corpus | def (line 41) | | | _get_fallback_sentences | def (line 62) | | | compute_pmi_from_corpus | def (line 113) | | | PMISeeder | class (line 195) |

| chat.belief_store.py.py | BeliefStore | class (line 4) |

| chat.brain_regions.py.py | _number_word_to_int | def (line 52) | | | parse_number_phrase | def (line 103) | | | count_sequence | def (line 136) | | | SelfModel | class (line 152) | | | Episode | class (line 218) | | | EpisodicIndex | class (line 227) | | | InternalAnswer | class (line 256) | | | consult_internal | def (line 261) | | | humor_is_coherent | def (line 297) | | | CauseClass | class (line 340) | | | classify_cause | def (line 345) | | | mirror_deictic | def (line 384) | | | is_reaction | def (line 401) | | | select_empathy_frame | def (line 425) |

| chat.case_distribution.py.py | CaseDistributionStore | class (line 63) | | | get_store | def (line 180) | | | record_user_casing | def (line 198) | | | persist_store | def (line 211) | | | concept_entity_score | def (line 238) | | | case_infer | def (line 282) |

| chat.chain_walker.py.py | ChainWalkerMixin | class (line 38) |

| chat.coherence_gate.py.py | _tokenize | def (line 78) | | | completeness_signal | def (line 83) | | | contradiction_signal | def (line 110) | | | relevance_signal | def (line 133) | | | CoherenceGate | class (line 162) |

| chat.constants.py.py | _is_keyboard_mash | def (line 53) | | | classify_word_pos | def (line 68) | | | ConceptPosDict | class (line 97) | | | _is_question_phrase | def (line 133) | | | _is_word_salad | def (line 154) | | | _is_word_salad_any_sentence | def (line 362) | | | junk_score | def (line 407) |

| chat.engine.py.py | CognitiveChatEngine | class (line 182) |

| chat.functional_lexicon.py.py | FunctionalLexicon | class (line 54) | | | default_lexicon | def (line 114) |

| chat.hedges.py.py | hedge_frame | def (line 82) | | | modality_from_support | def (line 106) |

| chat.intent_router.py.py | _reference_features | def (line 160) | | | _affect_features | def (line 175) | | | _mean_pool | def (line 193) | | | _build_anchor | def (line 214) | | | _max_proj | def (line 228) | | | _shape_features | def (line 250) | | | IntentRouter | class (line 272) | | | default_router | def (line 490) |

| chat.interface.py.py | CognitiveResponseContext | class (line 104) | | | ChatConfig | class (line 130) | | | ChatInterface | class (line 144) | | | main | def (line 1915) |

| chat.junk_scorer.py.py | configure | def (line 53) | | | _structural_floor | def (line 67) | | | _is_keyboard_mash | def (line 85) | | | _salad_signal | def (line 105) | | | wordnet_grounding | def (line 124) | | | _extract_features | def (line 150) | | | OnlineJunkClassifier | class (line 166) | | | _cohen_kappa | def (line 273) | | | JunkLabelBuffer | class (line 290) | | | _get_classifier | def (line 418) | | | _set_classifier | def (line 432) | | | get_buffer | def (line 437) | | | record_label | def (line 448) | | | junk_score | def (line 488) | | | refit_now | def (line 520) |

| chat.metacognition.py.py | fok_confidence | def (line 45) | | | should_assert | def (line 64) | | | Metacognition | class (line 76) |

| chat.models.py.py | CorrectionType | class (line 6) | | | Correction | class (line 15) | | | FailedQuery | class (line 31) | | | ChainHop | class (line 45) | | | ChainTrace | class (line 58) | | | CognitiveResponseContext | class (line 65) |

| chat.monitor_gate.py.py | _real_words | def (line 59) | | | _has_truncated_repetition | def (line 64) | | | detects_fluent_tautology | def (line 78) |

| chat.pos_model.py.py | PosModel | class (line 43) | | | _seed_from_constants | def (line 140) |

| chat.provenance.py.py | _meta | def (line 76) | | | provenance_class | def (line 85) | | | is_verifiable | def (line 112) | | | admit_as_fact | def (line 117) | | | provenance_adjusted_confidence | def (line 126) | | | surface_cue | def (line 143) | | | populate_provenance | def (line 168) | | | save_policy | def (line 204) | | | load_policy | def (line 211) |

| chat.realizer_lexicon.py.py | RealizerLexicon | class (line 57) | | | default_lexicon | def (line 113) |

| chat.response_gen.py.py | _is_meta | def (line 32) | | | ResponseGenMixin | class (line 50) |

| chat.safety_valence.py.py | SafetyValence | class (line 55) |

| chat.salad_classifier.py.py | _GloveIndex | class (line 65) | | | _sentences | def (line 113) | | | _words | def (line 117) | | | extract_features | def (line 121) | | | SaladClassifier | class (line 232) | | | destructive_transform | def (line 272) | | | get_classifier | def (line 317) | | | is_salad_learned | def (line 327) |

| chat.self_model_router.py.py | extract_features | def (line 56) | | | RouterFit | class (line 87) | | | SelfAddressRouter | class (line 94) | | | is_self_addressed | def (line 168) | | | get_router | def (line 173) |

| chat.snippet_pe_config.py.py | SnippetPEConfig | class (line 53) | | | default_config | def (line 114) |

| chat.snippet_quality.py.py | is_token_salad | def (line 57) | | | SnippetStructureModel | class (line 123) | | | default_model | def (line 314) |

| chat.synaptic_dynamics.py.py | sigmoid_gate | def (line 26) | | | inverse_sigmoid_gate | def (line 38) | | | relevance_suppression | def (line 46) | | | relevance_suppression_dual | def (line 58) | | | degree_adaptive_threshold | def (line 75) | | | degree_suppression | def (line 89) | | | recency_modulation | def (line 105) | | | task_relevance_gate | def (line 117) | | | post_hoc_relevance_filter | def (line 128) | | | self_penalty_gate | def (line 136) | | | rlm_confidence_modulation | def (line 150) | | | valence_modulation | def (line 167) | | | dominance_modulation | def (line 183) | | | edge_strength_suppression | def (line 195) | | | repetition_penalty | def (line 205) | | | dormant_edge_modulation | def (line 219) | | | causal_bias_activation | def (line 234) | | | SynapticDepression | class (line 241) | | | SignalModulator | class (line 337) | | | ConnectorLearner | class (line 379) |

| chat.user_model.py.py | UserModel | class (line 30) |

| chat.web_learning.py.py | _proj_root_corpora | def (line 32) | | | _clean_snippet | def (line 37) | | | _null_ctx | class (line 57) | | | _scan_books_for_concepts | def (line 63) | | | WebLearningMixin | class (line 105) | | | _EngineGraphShim | class (line 2524) |

| cognitive.framework.py.py | FrameworkConfig | class (line 47) | | | FrameworkState | class (line 74) | | | CognitiveFramework | class (line 122) |

| core.abstraction_engine.py.py | AbstractionPerspective | class (line 32) | | | AbstractionResult | class (line 41) | | | AbstractionConfig | class (line 50) | | | AbstractionEngine | class (line 58) | | | analyze_abstract_concept | def (line 354) |

| core.active_inference.py.py | EFEState | class (line 29) | | | ActiveInferenceController | class (line 41) |

| core.analogy_engine.py.py | AnalogicalMapping | class (line 35) | | | AnalogyConfig | class (line 47) | | | AnalogyEngine | class (line 56) | | | solve_analogy_query | def (line 281) |

| core.attractor_memory.py.py | AttractorMemory | class (line 41) |

| core.belief_store.py.py | UserBeliefProfile | class (line 11) | | | BeliefConfig | class (line 24) | | | BeliefStore | class (line 30) |

| core.causal_schema.py.py | CausalSchema | class (line 24) | | | CausalSchemaConfig | class (line 46) | | | CausalSchemaLearner | class (line 54) |

| core.coherence.py.py | CoherenceNetwork | class (line 4) |

| core.dual_code_space.py.py | DualCodeSpace | class (line 35) |

| core.dual_process.py.py | Route | class (line 15) | | | ConflictSignal | class (line 33) | | | DualProcessConfig | class (line 51) | | | RouteDecision | class (line 63) | | | DualProcessController | class (line 71) |

| core.emotion.py.py | VADConfig | class (line 18) | | | VADState | class (line 34) | | | VADEmotionEngine | class (line 44) |

| core.event_schema.py.py | ProcessStep | class (line 42) | | | EventSchema | class (line 53) | | | EventSchemaLibrary | class (line 62) |

| core.global_workspace.py.py | GWConfig | class (line 17) | | | WorkspaceItem | class (line 25) | | | GlobalWorkspace | class (line 35) |

| core.hippocampal_buffer.py.py | FactTriple | class (line 26) | | | HippocampalConfig | class (line 39) | | | HippocampalBuffer | class (line 47) |

| core.hrr_reasoner.py.py | HRRReasoner | class (line 33) |

| core.identity.py.py | IdentityState | class (line 14) | | | IdentityConfig | class (line 33) | | | IdentityEngine | class (line 42) |

| core.implicature_detector.py.py | ImplicatureResult | class (line 23) | | | ImplicatureDetector | class (line 33) |

| core.meaning.py.py | MeaningConfig | class (line 13) | | | MeaningState | class (line 22) | | | MeaningEngine | class (line 35) |

| core.meta_cognition.py.py | EpistemicMode | class (line 15) | | | MetaCognitiveConfig | class (line 24) | | | MetaCognition | class (line 30) |

| core.mirror.py.py | MirrorConfig | class (line 197) | | | MirrorState | class (line 218) | | | _morphological_normalize | def (line 245) | | | UserEmotionDetector | class (line 263) | | | EmotionalMirrorEngine | class (line 411) |

| core.predictive_coding.py.py | PredictiveCodingLearner | class (line 5) |

| core.proposition_parser.py.py | Proposition | class (line 23) | | | PropositionParser | class (line 34) |

| core.quantity_modifier.py.py | QuantityModifier | class (line 21) | | | QuantityModifierSystem | class (line 95) |

| core.question_decomposition.py.py | QuestionCategory | class (line 65) | | | SubQuestion | class (line 82) | | | DecompositionResult | class (line 115) | | | _is_abstract | def (line 149) | | | QuestionAnalyzer | class (line 197) | | | DecompositionStrategies | class (line 603) | | | QuestionDecompositionEngine | class (line 1187) |

| core.relation_memory.py.py | ComparativeRelation | class (line 23) | | | RelationMemoryConfig | class (line 33) | | | RelationMemory | class (line 40) |

| core.situation_model.py.py | SituationState | class (line 41) | | | SituationModel | class (line 63) |

| core.sleep.py.py | SleepConfig | class (line 20) | | | SleepConsolidation | class (line 47) |

| core.sub_answer_synthesizer.py.py | SubAnswerSynthesizer | class (line 29) | | | build_decomposed_response | def (line 451) |

| core.system1.py.py | System1Attractor | class (line 5) |

| core.system2.py.py | System2Simulator | class (line 6) |

| core.vsa.py.py | hrr_bind | def (line 4) | | | hrr_unbind | def (line 8) | | | cosine_sim | def (line 12) | | | VSAManager | class (line 21) | | | VSASchema | class (line 78) |

| core.working_memory.py.py | hrr_bind | def (line 5) | | | hrr_unbind | def (line 9) | | | cosine_sim | def (line 13) | | | WorkingMemorySlot | class (line 22) | | | WorkingMemory | class (line 41) |

| decoder.engine.py.py | DecoderConfig | class (line 17) | | | DecoderEngine | class (line 26) |

| decoder.predictive_coding_generator.py.py | PredictiveCodingGenerator | class (line 38) |

| graph.engine.py.py | GraphEngine | class (line 309) |

| language.basal_ganglia.py.py | BasalGangliaGate | class (line 34) |

| language.cerebellar_ngram.py.py | CerebellarState | class (line 27) | | | CerebellarNgram | class (line 36) |

| language.prefrontal_workspace.py.py | DiscourseType | class (line 21) | | | DiscourseIntent | class (line 35) | | | DiscoursePlan | class (line 49) | | | SpeechActClassifier | class (line 56) | | | QuestionSubtypeClassifier | class (line 302) | | | _normalize_contractions | def (line 455) | | | SocialIntentClassifier | class (line 491) | | | SurpriseGate | class (line 656) | | | EmergentCategoryLearner | class (line 749) | | | PrefrontalWorkspace | class (line 876) |

| language.register.py.py | RegisterController | class (line 13) |

| language.schemas.py.py | SchemaLibrary | class (line 6) | | | VSAEventSchema | class (line 176) |

| language.surface_realizer.py.py | DiscourseState | class (line 45) | | | SurfaceRealizer | class (line 58) |

| language.syntactic_cell_assembly.py.py | SyntacticFrame | class (line 24) | | | SyntacticCellAssembly | class (line 45) |

| language.verb_lexicon.py.py | _default_vector_fn | def (line 56) | | | VerbLexicon | class (line 82) |

| learn.consolidation.py.py | ReplayExperience | class (line 10) | | | HippocampalReplay | class (line 18) |

| learn.curiosity.py.py | CuriosityEngine | class (line 5) |

| nn.rlm.plasticity.py.py | Plasticity | class (line 13) |

| nn.rlm.propagation.py.py | PropagationEngine | class (line 12) |

| nn.rlm.relation_predictor.py.py | RelationPredictor | class (line 69) |

| ontology.attribute_calibration.py.py | load_fitted_theta | def (line 51) | | | calibrated_property_threshold | def (line 74) | | | ood_abstain | def (line 99) | | | _sense_for_dim | def (line 136) | | | realize_dim | def (line 144) |

| ontology.attribute_encoder.py.py | AttributeEncoder | class (line 98) | | | build_glove64_lookup | def (line 173) | | | train_from_binder | def (line 184) | | | LancasterEncoder | class (line 216) | | | train_from_lancaster | def (line 228) | | | CombinedAttributeEncoder | class (line 263) | | | load_combined_encoder | def (line 308) |

| ontology.conceptnet.py.py | _term | def (line 41) | | | _weight_of | def (line 47) | | | _accum | def (line 58) | | | ConceptNetOntology | class (line 153) |

| ontology.derived.py.py | DerivedOntology | class (line 103) |

| ontology.graph_typing.py.py | build_label_index | def (line 57) | | | _nearest_parents | def (line 72) | | | inject_conceptnet_typed_edges | def (line 118) |

| ontology.linggen.py.py | LingGenConditioner | class (line 54) | | | hrr_vary_words | def (line 166) | | | adaptive_floor | def (line 242) | | | should_use_freeform | def (line 259) |

| storage.db.py.py | CognitiveDB | class (line 9) | | | migrate_pickle_to_sqlite | def (line 239) |

| web.learner.py.py | SearchConfig | class (line 79) | | | SearchError | class (line 129) | | | SearchEngine | class (line 134) | | | WebLearner | class (line 533) |

| web.openie.py.py | Fact | class (line 105) | | | _split_sentences | def (line 117) | | | _tokenize | def (line 124) | | | _chunk | def (line 128) | | | OpenIEExtractor | class (line 139) |

| web.web_to_graph.py.py | KnowledgeGap | class (line 33) | | | WebToGraph | class (line 48) |

ravana_grace — GRACE Cognitive Core

Path: ravana-v2\src\ravana_grace/

| agent.mode_orchestrator.py.py | AgentMode | class (line 28) | | | ModeDecision | class (line 35) | | | InterviewResult | class (line 43) | | | ModeOrchestrator | class (line 55) | | | main | def (line 455) |

| agent.ravana_agent_loop.py.py | get_groq_client | def (line 48) | | | groq_complete | def (line 55) | | | research_ravana_improvements | def (line 73) | | | extract_topic | def (line 128) | | | brainstorm_evaluate | def (line 146) | | | implement_improvement | def (line 202) | | | implement_memory_improvement | def (line 218) | | | implement_hermes_feature | def (line 225) | | | implement_grounding_improvement | def (line 232) | | | implement_general_improvement | def (line 239) | | | run_tests | def (line 248) | | | build_report | def (line 297) | | | run_agent | def (line 339) | | | increment_version | def (line 409) |

| agent.test_runner.py.py | run_test | def (line 17) | | | main | def (line 34) |

| agent.version_manager.py.py | ScriptVersion | class (line 21) | | | VersionEntry | class (line 30) | | | ChangeEntry | class (line 38) | | | VersionManager | class (line 47) |

| core.active_epistemology.py.py | InformationGainMethod | class (line 22) | | | VoIConfig | class (line 30) | | | HypothesisDivergence | class (line 54) | | | ExperimentPlan | class (line 66) | | | InformationGainCalculator | class (line 75) | | | HypothesisDrivenActionSelector | class (line 202) | | | ActiveEpistemologyLayer | class (line 312) |

| core.adaptation.py.py | AdaptationConfig | class (line 15) | | | ClampExperience | class (line 34) | | | PolicyTweakLayer | class (line 46) | | | AdaptiveGovernorBridge | class (line 264) |

| core.belief_reasoner.py.py | EvidenceType | class (line 18) | | | Hypothesis | class (line 27) | | | EvidenceEvent | class (line 78) | | | BeliefConfig | class (line 94) | | | BeliefReasoner | class (line 109) |

| core.cognitive.py.py | get_runtime_mode | def (line 18) | | | configure_runtime | def (line 22) |

| core.conversational_repair.py.py | CorrectionType | class (line 27) | | | _extract_relation_type | def (line 49) | | | _parse_text_to_triples | def (line 72) | | | RepairEvent | class (line 136) | | | ConversationalRepair | class (line 149) |

| core.dialogue_context.py.py | Triple | class (line 23) | | | ActiveSubgraph | class (line 40) | | | DialogueState | class (line 261) | | | DialogueContext | class (line 271) |

| core.dual_process.py.py | ProcessingRoute | class (line 16) | | | RouteDecision | class (line 29) | | | ConflictSignal | class (line 42) | | | DualProcessConfig | class (line 60) | | | DualProcessController | class (line 84) |

| core.embedder.py.py | LearnedEmbedder | class (line 23) | | | SentenceTransformerEmbedder | class (line 139) |

| core.emotion.py.py | VADState | class (line 15) | | | VADConfig | class (line 45) | | | VADEmotionEngine | class (line 92) |

| core.empathy.py.py | EmpathyConfig | class (line 16) | | | OtherMind | class (line 27) | | | EmpathyEngine | class (line 51) |

| core.environment.py.py | HiddenDynamics | class (line 14) | | | WorldState | class (line 23) | | | EnvironmentConfig | class (line 45) | | | NonStationaryEnvironment | class (line 64) | | | WorldModelEvaluator | class (line 181) |

| core.global_workspace.py.py | GWContent | class (line 16) | | | GWConfig | class (line 27) | | | GlobalWorkspace | class (line 36) |

| core.governor.py.py | RegulationMode | class (line 15) | | | GovernorConfig | class (line 25) | | | ClampEvent | class (line 61) | | | ClampDiagnostics | class (line 73) | | | CognitiveSignals | class (line 186) | | | RegulatedOutput | class (line 204) | | | Governor | class (line 220) |

| core.human_memory.py.py | HumanMemoryConfig | class (line 35) | | | HumanMemoryRecord | class (line 90) | | | _DictGraph | class (line 126) | | | HumanMemoryEngine | class (line 181) |

| core.hypothesis_generation.py.py | HypothesisType | class (line 30) | | | GeneratedHypothesis | class (line 41) | | | GenerationConfig | class (line 88) | | | HypothesisGenerator | class (line 124) |

| core.identity.py.py | IdentityState | class (line 14) | | | IdentityEngine | class (line 39) |

| core.intent.py.py | SystemObjective | class (line 17) | | | ObjectiveState | class (line 26) | | | IntentConfig | class (line 50) | | | IntentEngine | class (line 93) | | | IntentAwareStrategy | class (line 337) |

| core.meaning.py.py | MeaningConfig | class (line 16) | | | MeaningRecord | class (line 36) | | | MeaningEngine | class (line 49) |

| core.memory.py.py | MemoryTrace | class (line 15) | | | EpisodicMemory | class (line 25) | | | SemanticMemory | class (line 46) | | | WorkingMemory | class (line 68) | | | RavanaMemorySystem | class (line 84) |

| core.memory_reconstructor.py.py | MemoryReconstructor | class (line 23) |

| core.meta2_cognition.py.py | EpistemicCritiqueType | class (line 66) | | | Meta2Config | class (line 78) | | | HypothesisSpaceAudit | class (line 105) | | | BiasAssessment | class (line 116) | | | ProbeStrategyEvaluation | class (line 127) | | | IdentityBeliefCoupling | class (line 138) | | | EpistemicEpiphany | class (line 149) | | | Meta2CognitionEngine | class (line 176) |

| core.meta2_integration.py.py | Meta2GenerationConfig | class (line 18) | | | Meta2IntegratedGenerator | class (line 32) |

| core.meta_cognition.py.py | EpistemicMode | class (line 20) | | | ProbeResult | class (line 29) | | | ReasoningQualityMetrics | class (line 40) | | | MetaCognitiveConfig | class (line 50) | | | ReasoningQualityTracker | class (line 70) | | | ConfidenceCalibrator | class (line 132) | | | BiasDetector | class (line 188) | | | MetaCognition | class (line 242) |

| core.occam_layer.py.py | OccamConfig | class (line 19) | | | HypothesisScore | class (line 41) | | | OccamLayer | class (line 61) | | | DisciplinedBeliefSystem | class (line 249) |

| core.planning.py.py | SimulatedFuture | class (line 17) | | | PlanningConfig | class (line 27) | | | MicroPlanner | class (line 62) |

| core.predictive_world.py.py | WorldModelConfig | class (line 15) | | | PredictedState | class (line 36) | | | AnomalyEvent | class (line 54) | | | LearnedWorldModel | class (line 72) | | | FalseWorldTester | class (line 342) |

| core.reality_friction.py.py | FrictionType | class (line 46) | | | NoiseConfig | class (line 57) | | | DelayConfig | class (line 66) | | | PartialObsConfig | class (line 75) | | | NonStationaryConfig | class (line 83) | | | ResourceConfig | class (line 92) | | | RealityFrictionConfig | class (line 101) | | | ObservedState | class (line 118) | | | DelayedFeedback | class (line 130) | | | FrictionMetrics | class (line 141) | | | HiddenVariableModel | class (line 168) | | | RealityFrictionLayer | class (line 239) |

| core.resolution.py.py | ResolutionEvent | class (line 15) | | | ResolutionMemory | class (line 32) | | | ResolutionEngine | class (line 82) |

| core.runtime.py.py | RuntimeMode | class (line 19) | | | get_runtime_mode | def (line 28) | | | configure_runtime | def (line 36) |

| core.sleep.py.py | SleepStage | class (line 18) | | | DreamPerturbationType | class (line 28) | | | SleepConfig | class (line 36) | | | SleepRecord | class (line 76) | | | SleepConsolidation | class (line 90) |

| core.social_epistemology.py.py | AgentType | class (line 37) | | | ConflictType | class (line 47) | | | TrustUpdateReason | class (line 56) | | | AgentBelief | class (line 67) | | | TrustScore | class (line 90) | | | BeliefConflict | class (line 159) | | | ConsensusBelief | class (line 178) | | | SocialEpistemicConfig | class (line 192) | | | SocialEpistemologyEngine | class (line 217) |

| core.state.py.py | CognitivePhase | class (line 14) | | | CognitiveState | class (line 22) | | | StateManager | class (line 65) |

| core.strategy.py.py | ExplorationMode | class (line 15) | | | ModeSelection | class (line 24) | | | StrategyConfig | class (line 33) | | | BehavioralContext | class (line 63) | | | StrategyLayer | class (line 86) |

| core.strategy_learning.py.py | ModeOutcome | class (line 17) | | | LearningConfig | class (line 39) | | | StrategyLearningLayer | class (line 56) | | | StrategyWithLearning | class (line 293) |

| core.surgical_probes.py.py | ProbeType | class (line 15) | | | ProbeOutcome | class (line 27) | | | ProbeExperiment | class (line 38) | | | SurgicalProbeConfig | class (line 48) | | | SurgicalProbeSelector | class (line 69) |

| core.vector_index.py.py | SharedVectorIndex | class (line 18) |

| dev_mode_test.py.py | _ensure_paths | def (line 15) | | | _import_governor | def (line 23) | | | test_module_installed | def (line 32) | | | test_dev_path | def (line 41) | | | test_dev_flag | def (line 51) | | | main | def (line 61) |

| dialogue.dialogue_engine.py.py | DialogueEngineConfig | class (line 40) | | | DialogueTurnRecord | class (line 91) | | | DialogueEngine | class (line 105) |

| interface_agent.scripts.interview_mode.py.py | InterviewMode | class (line 21) |

| interface_agent.scripts.llm_interpreter.py.py | LLMInterpreter | class (line 19) |

| interface_agent.scripts.memory_learner.py.py | LearnedLesson | class (line 24) | | | ProceduralSequence | class (line 40) | | | MemoryLearner | class (line 53) |

| interface_agent.scripts.prompt_composer.py.py | _state_frame | def (line 97) | | | _mode_tone | def (line 118) | | | PromptComposer | class (line 132) |

| interface_agent.scripts.ravana_agent.py.py | RavanaAgent | class (line 37) | | | main | def (line 289) |

| interface_agent.scripts.ravana_wrapper.py.py | RavanaWrapper | class (line 24) |

| interface_agent.scripts.reality_grounding.py.py | NewsItem | class (line 24) | | | NewsMDPScenario | class (line 58) | | | NewsToMDPPipeline | class (line 110) | | | RealityGrounding | class (line 402) |

| interface_agent.scripts.telegram_reporter.py.py | ReportFormat | class (line 13) | | | TelegramReporter | class (line 20) |

| interface_agent.scripts.version_manager.py.py | get_db | def (line 19) | | | init_db | def (line 25) | | | compute_checksum | def (line 66) | | | get_script_versions | def (line 74) | | | record_version | def (line 98) | | | get_latest_version | def (line 126) | | | get_context | def (line 139) | | | save_context | def (line 157) | | | add_changelog | def (line 170) | | | get_changelog | def (line 185) | | | get_pending_improvements | def (line 196) | | | mark_tested | def (line 204) | | | detect_changes | def (line 214) |

| probes.constraint_stress.py.py | run_constraint_stress | def (line 13) |

| probes.exploration_pressure.py.py | run_exploration_probe | def (line 15) |

| probes.learning_signal.py.py | run_learning_probe | def (line 15) |

| research.core_k0.agent_loop.py.py | AgentAction | class (line 11) | | | AgentState | class (line 19) | | | K0Config | class (line 51) | | | MinimalAgent | class (line 68) |

| research.core_k0.agent_loop_k1.py.py | AgentAction | class (line 12) | | | K1AgentConfig | class (line 20) | | | AgentState | class (line 30) | | | K1Agent | class (line 59) |

| research.core_k0.agent_loop_k1_2.py.py | AgentState | class (line 20) | | | K1_2_Agent | class (line 44) |

| research.core_k0.agent_loop_k1_3.py.py | ExplorationMode | class (line 24) | | | AgentState | class (line 32) | | | K1_3_Agent | class (line 77) |

| research.core_k0.agent_loop_k2.py.py | ExplorationMode | class (line 20) | | | ActionOutcome | class (line 28) | | | PolicyWeights | class (line 42) | | | AgentState | class (line 62) | | | K2_Agent | class (line 142) |

| research.core_k0.agent_loop_k3.py.py | StrategyMode | class (line 24) | | | ContextTransition | class (line 38) | | | TrajectoryPattern | class (line 54) | | | K3_Agent | class (line 103) |

| research.core_k0.agent_loop_k3_belief.py.py | SignalHistory | class (line 34) | | | K3_Belief_Agent | class (line 53) |

| research.core_k0.checkpoint.py.py | CheckpointManager | class (line 12) |

| research.core_k0.debug_agent_state.py.py | inspect_agent_state | def (line 13) |

| research.core_k0.env_scheduler.py.py | EnvironmentScheduler | class (line 10) |

| research.core_k0.long_horizon_stability_test.py.py | EpisodeMetrics | class (line 30) | | | PhaseMetrics | class (line 52) | | | LongHorizonStabilityTest | class (line 70) | | | main | def (line 488) |

| research.core_k0.long_horizon_stability_test_v2.py.py | EpisodeRecord | class (line 33) | | | PhaseSummary | class (line 51) | | | LongHorizonStabilityTest | class (line 67) | | | main | def (line 396) |

| research.core_k0.metrics.py.py | RavanaMetrics | class (line 10) |

| research.core_k0.run_k0_test.py.py | main | def (line 14) |

| research.core_k0.run_k1_1_test.py.py | main | def (line 15) |

| research.core_k0.run_k1_2_multi.py.py | run_single_life | def (line 24) | | | analyze_multi_episode | def (line 113) | | | main | def (line 199) |

| research.core_k0.run_k1_2_test.py.py | run_k1_2_test | def (line 16) |

| research.core_k0.run_k1_test.py.py | main | def (line 15) |

| research.core_k0.run_k3_research_suite.py.py | run_full_research_suite | def (line 20) |

| research.core_k0.test_k1_3.py.py | run_single_agent | def (line 18) | | | run_multi_test | def (line 86) |

| research.core_k0.test_k2_breakers.py.py | test_environment | def (line 23) | | | run_k2_breaker_test | def (line 61) |

| research.core_k0.test_k2_learning.py.py | run_single_episode_run | def (line 18) | | | run_learning_test | def (line 58) |

| research.core_k0.test_k2_robustness.py.py | PerturbedResourceEnv | class (line 20) | | | AdversarialResourceEnv | class (line 79) | | | run_single_episode_run | def (line 109) | | | test_1_environment_perturbation | def (line 145) | | | test_2_adversarial_runs | def (line 189) | | | test_3_cold_start_robustness | def (line 225) | | | test_4_long_horizon_stress | def (line 267) | | | run_all_robustness_tests | def (line 304) |

| research.core_k0.test_k3_exp1_isolation.py.py | K3_Isolated_Agent | class (line 29) | | | test_belief_isolation | def (line 48) |

| research.core_k0.test_k3_exp2_coupling.py.py | K3_Coupled_Agent | class (line 25) | | | test_coupling_threshold | def (line 70) | | | run_coupling_sweep | def (line 108) |

| research.core_k0.test_k3_exp3_metastability.py.py | K3_Coupled_Agent | class (line 29) | | | MetaStabilityMonitor | class (line 38) | | | K3_MetaStable_Agent | class (line 113) | | | test_metastability_vs_fixed | def (line 211) |

| research.core_k0.test_k3_regime_shift.py.py | RegimeShiftEnv | class (line 23) | | | run_regime_shift_test | def (line 56) | | | test_regime_shift_adaptation | def (line 123) |

| research.core_k0.test_k3_trajectory.py.py | run_single_trajectory_run | def (line 23) | | | test_k3_trajectory_advantages | def (line 106) |

| research.core_k0.test_latent_regime.py.py | run_single_run | def (line 20) | | | test_latent_regime | def (line 73) |

| research.core_k0.verify_formula.py.py | verify_dissonance_formula | def (line 16) | | | verify_identity_formula | def (line 86) |

| research.experiments_k0.classroom_env.py.py | ClassroomEnv | class (line 15) |

| research.experiments_k0.deceptive_env.py.py | DeceptiveStateEnv | class (line 28) |

| research.experiments_k0.delayed_env.py.py | DelayedRewardEnv | class (line 26) |

| research.experiments_k0.latent_regime_env.py.py | LatentRegime | class (line 21) | | | LatentRegimeEnv | class (line 27) | | | K2_Baseline | class (line 201) |

| research.experiments_k0.resource_env.py.py | HiddenRegime | class (line 15) | | | ResourceSurvivalEnv | class (line 23) |

| scripts.classroom_data_pilot.py.py | ClassroomPilot | class (line 21) |

| scripts.consolidate_research.py.py | consolidate_research_package | def (line 8) |

| scripts.generate_student_data.py.py | generate_synthetic_student_data | def (line 7) |

| training.pipeline.py.py | TrainingConfig | class (line 16) | | | TrainingPipeline | class (line 29) | | | main | def (line 178) |

---

Auto-Generated Index

This section is auto-generated by scripts/gen_api_ref.py.

Regenerate with: python scripts/gen_api_ref.py --write

ravana_ml — ML Substrate

Path: ravana_ml\src\ravana_ml/

| currencies.py.py | CognitiveCurrencies | class (line 27) |

| currency.py.py | _formula_cognitive_load | def (line 38) | | | _formula_stability_index | def (line 44) | | | Signal | class (line 57) | | | ThresholdAlert | class (line 90) | | | CognitiveCurrency | class (line 116) | | | create_rlm_currency | def (line 307) |

| embedder.py.py | LearnedEmbedder | class (line 17) |

| episode_injector.py.py | Fact | class (line 26) | | | EpisodeInjector | class (line 42) | | | load_pharmacology_kb | def (line 253) | | | load_ecology_kb | def (line 266) |

| free_energy.py.py | FreeEnergyAccumulator | class (line 7) |

| graph.py.py | _DimensionMismatch | class (line 14) | | | ConceptNodeType | class (line 31) | | | ConceptNode | class (line 41) | | | ConceptEdge | class (line 149) | | | ConceptBinding | class (line 419) | | | ConceptBindingMap | class (line 472) | | | CognitiveRegulator | class (line 646) | | | GeometryHistory | class (line 878) | | | ConceptGraph | class (line 1047) |

| nn.functional.py.py | relu | def (line 5) | | | sigmoid | def (line 10) | | | tanh | def (line 15) | | | softmax | def (line 20) | | | log_softmax | def (line 26) | | | gelu | def (line 30) | | | silu | def (line 35) | | | dropout | def (line 40) | | | linear | def (line 48) | | | embedding | def (line 58) | | | layer_norm | def (line 64) | | | binary_cross_entropy | def (line 79) | | | mse_loss | def (line 87) | | | cross_entropy | def (line 93) | | | one_hot | def (line 102) | | | pad | def (line 107) | | | cosine_similarity | def (line 113) |

| nn.module.py.py | Module | class (line 7) | | | Sequential | class (line 124) | | | Linear | class (line 144) | | | Embedding | class (line 256) | | | LayerNorm | class (line 331) | | | Dropout | class (line 374) | | | GRUCell | class (line 393) | | | ConceptAttentionHead | class (line 453) |

| nn.neural_decoder.py.py | TracedGRUCell | class (line 37) | | | NeuralDecoder | class (line 67) |

| nn.neuromodulator.py.py | NeuromodulatorEngine | class (line 49) |

| nn.rlm.py.py | RLM | class (line 21) |

| nn.rlm_v2.py.py | _build_glove_embedding_matrix | def (line 50) | | | RLMv2 | class (line 214) |

| nn.rlm_v2_common.py.py | _build_glove_embedding_matrix | def (line 36) |

| nn.rlm_v2_encoder.py.py | EncoderMixin | class (line 12) |

| nn.rlm_v2_graph.py.py | GraphMixin | class (line 12) |

| nn.rlm_v2_rp.py.py | RPMixin | class (line 10) |

| nn.rlm_v2_sleep.py.py | SleepMixin | class (line 13) |

| nn.rlm_v2_verb.py.py | VerbMixin | class (line 10) |

| plasticity.py.py | HebbianPlasticity | class (line 6) | | | AntiHebbianPlasticity | class (line 31) | | | StructuralPlasticity | class (line 58) |

| propagation.py.py | PropagationEngine | class (line 7) |

| relation_ontology.py.py | Candidate | class (line 133) | | | TraversalConfig | class (line 145) | | | get_sub_family | def (line 153) | | | get_family | def (line 158) | | | get_confidence | def (line 166) | | | matches_config | def (line 175) | | | print_ontology | def (line 195) |

| tensor.py.py | _resolve_dtype | def (line 13) | | | tensor | def (line 25) | | | RawTensor | class (line 38) | | | StateTensor | class (line 236) | | | Parameter | class (line 352) | | | eye | def (line 367) | | | arange | def (line 370) | | | stack | def (line 373) | | | cat | def (line 376) | | | zeros | def (line 379) | | | ones | def (line 382) | | | randn | def (line 385) | | | from_numpy | def (line 388) |

| tokenizer.py.py | TokenizerInterface | class (line 5) | | | BPETokenizer | class (line 22) | | | SimpleTokenizer | class (line 52) | | | WordTokenizer | class (line 75) | | | PixelTokenizer | class (line 112) | | | get_tokenizer | def (line 190) |

| word_tokenizer.py.py | WordTokenizer | class (line 9) |

ravana — Chat Engine

Path: ravana\src\ravana/

| bootstrap.manager.py.py | BootstrapManager | class (line 12) |

| bootstrap.pmi_seeder.py.py | load_corpus | def (line 41) | | | _get_fallback_sentences | def (line 62) | | | compute_pmi_from_corpus | def (line 113) | | | PMISeeder | class (line 195) |

| chat.belief_store.py.py | BeliefStore | class (line 4) |

| chat.brain_regions.py.py | _number_word_to_int | def (line 52) | | | parse_number_phrase | def (line 103) | | | count_sequence | def (line 136) | | | SelfModel | class (line 152) | | | Episode | class (line 218) | | | EpisodicIndex | class (line 227) | | | InternalAnswer | class (line 256) | | | consult_internal | def (line 261) | | | humor_is_coherent | def (line 297) | | | CauseClass | class (line 340) | | | classify_cause | def (line 345) | | | mirror_deictic | def (line 384) | | | is_reaction | def (line 401) | | | select_empathy_frame | def (line 425) |

| chat.case_distribution.py.py | CaseDistributionStore | class (line 63) | | | get_store | def (line 180) | | | record_user_casing | def (line 198) | | | persist_store | def (line 211) | | | concept_entity_score | def (line 238) | | | case_infer | def (line 282) |

| chat.chain_walker.py.py | ChainWalkerMixin | class (line 38) |

| chat.coherence_gate.py.py | _tokenize | def (line 78) | | | completeness_signal | def (line 83) | | | contradiction_signal | def (line 110) | | | relevance_signal | def (line 133) | | | CoherenceGate | class (line 162) |

| chat.consistency_monitor.py.py | Claim | class (line 57) | | | ConsistencyReport | class (line 67) | | | ConsistencyMonitor | class (line 74) | | | build_monitor | def (line 256) |

| chat.constants.py.py | _is_keyboard_mash | def (line 53) | | | classify_word_pos | def (line 68) | | | ConceptPosDict | class (line 97) | | | _is_question_phrase | def (line 133) | | | _is_word_salad | def (line 154) | | | _is_word_salad_any_sentence | def (line 362) | | | junk_score | def (line 407) |

| chat.engine.py.py | CognitiveChatEngine | class (line 222) |

| chat.engine_generation.py.py | GenerationMixin | class (line 174) |

| chat.engine_graph.py.py | GraphMixin | class (line 174) |

| chat.engine_memory.py.py | MemoryMixin | class (line 181) |

| chat.engine_monitor.py.py | MonitorMixin | class (line 174) |

| chat.engine_persistence.py.py | PersistenceMixin | class (line 174) |

| chat.engine_reasoning.py.py | ReasoningMixin | class (line 257) |

| chat.engine_self_query.py.py | SelfQueryMixin | class (line 174) |

| chat.engine_web_search.py.py | WebSearchMixin | class (line 174) |

| chat.functional_lexicon.py.py | FunctionalLexicon | class (line 54) | | | default_lexicon | def (line 142) |

| chat.harm_intent_gate.py.py | HarmIntentResult | class (line 84) | | | HarmIntentGate | class (line 126) | | | build_gate | def (line 273) |

| chat.hedges.py.py | hedge_frame | def (line 82) | | | modality_from_support | def (line 106) |

| chat.intent_router.py.py | _reference_features | def (line 160) | | | _affect_features | def (line 175) | | | _mean_pool | def (line 193) | | | _build_anchor | def (line 214) | | | _max_proj | def (line 228) | | | _shape_features | def (line 250) | | | IntentRouter | class (line 272) | | | default_router | def (line 490) |

| chat.interface.py.py | CognitiveResponseContext | class (line 104) | | | ChatConfig | class (line 130) | | | ChatInterface | class (line 144) | | | main | def (line 1916) |

| chat.junk_scorer.py.py | configure | def (line 53) | | | _structural_floor | def (line 67) | | | _is_keyboard_mash | def (line 90) | | | _is_repetition_pattern | def (line 110) | | | _salad_signal | def (line 134) | | | wordnet_grounding | def (line 153) | | | _extract_features | def (line 179) | | | OnlineJunkClassifier | class (line 195) | | | _cohen_kappa | def (line 302) | | | JunkLabelBuffer | class (line 319) | | | _get_classifier | def (line 447) | | | _set_classifier | def (line 461) | | | get_buffer | def (line 466) | | | record_label | def (line 477) | | | junk_score | def (line 517) | | | refit_now | def (line 549) |

| chat.metacognition.py.py | fok_confidence | def (line 45) | | | should_assert | def (line 64) | | | Metacognition | class (line 76) |

| chat.models.py.py | CorrectionType | class (line 6) | | | Correction | class (line 15) | | | FailedQuery | class (line 31) | | | ChainHop | class (line 45) | | | ChainTrace | class (line 58) | | | CognitiveResponseContext | class (line 65) |

| chat.monitor_gate.py.py | _real_words | def (line 59) | | | _has_truncated_repetition | def (line 64) | | | detects_fluent_tautology | def (line 78) |

| chat.personal_fact_store.py.py | PersonalFact | class (line 31) | | | PersonalFactStore | class (line 42) | | | Stance | class (line 229) | | | UserStanceStore | class (line 239) |

| chat.pos_model.py.py | PosModel | class (line 43) | | | _seed_from_constants | def (line 140) |

| chat.provenance.py.py | _meta | def (line 76) | | | provenance_class | def (line 85) | | | is_verifiable | def (line 112) | | | admit_as_fact | def (line 117) | | | provenance_adjusted_confidence | def (line 126) | | | surface_cue | def (line 143) | | | populate_provenance | def (line 168) | | | save_policy | def (line 204) | | | load_policy | def (line 211) |

| chat.realizer_lexicon.py.py | RealizerLexicon | class (line 57) | | | default_lexicon | def (line 113) |

| chat.response_gen.py.py | _is_meta | def (line 32) | | | ResponseGenMixin | class (line 50) |

| chat.safety_valence.py.py | SafetyValence | class (line 55) |

| chat.salad_classifier.py.py | _GloveIndex | class (line 65) | | | _sentences | def (line 113) | | | _words | def (line 117) | | | extract_features | def (line 121) | | | SaladClassifier | class (line 232) | | | destructive_transform | def (line 272) | | | get_classifier | def (line 317) | | | is_salad_learned | def (line 327) |

| chat.self_model_router.py.py | extract_features | def (line 56) | | | RouterFit | class (line 87) | | | SelfAddressRouter | class (line 94) | | | is_self_addressed | def (line 168) | | | get_router | def (line 173) |

| chat.snippet_pe_config.py.py | SnippetPEConfig | class (line 53) | | | default_config | def (line 114) |

| chat.snippet_quality.py.py | is_token_salad | def (line 57) | | | SnippetStructureModel | class (line 123) | | | default_model | def (line 314) |

| chat.support_router.py.py | SupportRouter | class (line 92) | | | route_support | def (line 174) |

| chat.synaptic_dynamics.py.py | sigmoid_gate | def (line 26) | | | inverse_sigmoid_gate | def (line 38) | | | relevance_suppression | def (line 46) | | | relevance_suppression_dual | def (line 58) | | | degree_adaptive_threshold | def (line 75) | | | degree_suppression | def (line 89) | | | recency_modulation | def (line 105) | | | task_relevance_gate | def (line 117) | | | post_hoc_relevance_filter | def (line 128) | | | self_penalty_gate | def (line 136) | | | rlm_confidence_modulation | def (line 150) | | | valence_modulation | def (line 167) | | | dominance_modulation | def (line 183) | | | edge_strength_suppression | def (line 195) | | | repetition_penalty | def (line 205) | | | dormant_edge_modulation | def (line 219) | | | causal_bias_activation | def (line 234) | | | SynapticDepression | class (line 241) | | | SignalModulator | class (line 337) | | | ConnectorLearner | class (line 379) |

| chat.user_model.py.py | UserModel | class (line 31) |

| chat.web_learning.py.py | _proj_root_corpora | def (line 32) | | | _clean_snippet | def (line 37) | | | _null_ctx | class (line 57) | | | _scan_books_for_concepts | def (line 63) | | | WebLearningMixin | class (line 105) | | | _EngineGraphShim | class (line 2525) |

| cognitive.framework.py.py | FrameworkConfig | class (line 47) | | | FrameworkState | class (line 74) | | | CognitiveFramework | class (line 122) |

| core.abstraction_engine.py.py | AbstractionPerspective | class (line 32) | | | AbstractionResult | class (line 41) | | | AbstractionConfig | class (line 50) | | | AbstractionEngine | class (line 58) | | | analyze_abstract_concept | def (line 354) |

| core.active_inference.py.py | EFEState | class (line 29) | | | ActiveInferenceController | class (line 41) |

| core.analogy_engine.py.py | AnalogicalMapping | class (line 35) | | | AnalogyConfig | class (line 47) | | | AnalogyEngine | class (line 56) | | | solve_analogy_query | def (line 281) |

| core.attractor_memory.py.py | AttractorMemory | class (line 41) |

| core.belief_store.py.py | UserBeliefProfile | class (line 11) | | | BeliefConfig | class (line 24) | | | BeliefStore | class (line 30) |

| core.causal_schema.py.py | CausalSchema | class (line 24) | | | CausalSchemaConfig | class (line 46) | | | CausalSchemaLearner | class (line 54) |

| core.coherence.py.py | CoherenceNetwork | class (line 4) |

| core.dual_code_space.py.py | DualCodeSpace | class (line 35) |

| core.dual_process.py.py | Route | class (line 15) | | | ConflictSignal | class (line 33) | | | DualProcessConfig | class (line 51) | | | RouteDecision | class (line 63) | | | DualProcessController | class (line 71) |

| core.emotion.py.py | VADConfig | class (line 18) | | | VADState | class (line 34) | | | VADEmotionEngine | class (line 44) |

| core.event_schema.py.py | ProcessStep | class (line 42) | | | EventSchema | class (line 53) | | | EventSchemaLibrary | class (line 62) |

| core.fact_reasoning.py.py | _stem | def (line 46) | | | content_words | def (line 55) | | | _split_options | def (line 73) | | | _closure | def (line 88) | | | ubiquitous_words | def (line 122) | | | select_option | def (line 137) | | | conditional_answer | def (line 177) | | | enumerate_matching | def (line 283) | | | _person_names | def (line 340) | | | _single_names | def (line 359) | | | entity_fact_answer | def (line 376) | | | missing_entity_abstention | def (line 431) |

| core.frequency_model.py.py | FrequencyModel | class (line 37) |

| core.global_workspace.py.py | GWConfig | class (line 17) | | | WorkspaceItem | class (line 25) | | | GlobalWorkspace | class (line 35) |

| core.hippocampal_buffer.py.py | FactTriple | class (line 27) | | | HippocampalConfig | class (line 54) | | | HippocampalBuffer | class (line 62) |

| core.hrr_reasoner.py.py | HRRReasoner | class (line 33) |

| core.identity.py.py | IdentityState | class (line 14) | | | IdentityConfig | class (line 33) | | | IdentityEngine | class (line 42) |

| core.implicature_detector.py.py | ImplicatureResult | class (line 23) | | | ImplicatureDetector | class (line 33) |

| core.in_prompt_reasoner.py.py | _norm | def (line 40) | | | _content_tokens | def (line 44) | | | _split_sentences | def (line 66) | | | parse_causal_edges | def (line 77) | | | _phrase_keys | def (line 119) | | | build_causal_graph | def (line 131) | | | extract_query_seeds | def (line 148) | | | multi_hop_effects | def (line 166) | | | format_causal_answer | def (line 211) | | | answer_in_prompt_causal | def (line 239) | | | _norm_class | def (line 290) | | | _cls_norm | def (line 304) | | | parse_universal_edges | def (line 308) | | | _reachable_subs | def (line 340) | | | _answer_pure_universal | def (line 368) | | | answer_universal_syllogism | def (line 455) | | | answer_from_facts | def (line 573) | | | answer_evaluative_framing | def (line 695) | | | answer_self_evaluation | def (line 769) | | | merge_fact_dicts | def (line 811) |

| core.meaning.py.py | MeaningConfig | class (line 13) | | | MeaningState | class (line 22) | | | MeaningEngine | class (line 35) |

| core.meta_cognition.py.py | EpistemicMode | class (line 15) | | | MetaCognitiveConfig | class (line 24) | | | MetaCognition | class (line 30) |

| core.mirror.py.py | MirrorConfig | class (line 197) | | | MirrorState | class (line 218) | | | _morphological_normalize | def (line 245) | | | UserEmotionDetector | class (line 263) | | | EmotionalMirrorEngine | class (line 411) |

| core.multi_hop_reasoner.py.py | MultiHopReasoner | class (line 55) |

| core.predictive_coding.py.py | PredictiveCodingLearner | class (line 5) |

| core.proposition_parser.py.py | Proposition | class (line 23) | | | PropositionParser | class (line 34) |

| core.quantity_modifier.py.py | QuantityModifier | class (line 21) | | | QuantityModifierSystem | class (line 95) |

| core.question_decomposition.py.py | QuestionCategory | class (line 65) | | | SubQuestion | class (line 82) | | | DecompositionResult | class (line 115) | | | _is_abstract | def (line 149) | | | QuestionAnalyzer | class (line 197) | | | DecompositionStrategies | class (line 603) | | | QuestionDecompositionEngine | class (line 1187) |

| core.relation_memory.py.py | ComparativeRelation | class (line 23) | | | RelationMemoryConfig | class (line 33) | | | RelationMemory | class (line 40) |

| core.situation_model.py.py | SituationState | class (line 41) | | | SituationModel | class (line 63) |

| core.sleep.py.py | SleepConfig | class (line 20) | | | SleepConsolidation | class (line 47) |

| core.sub_answer_synthesizer.py.py | SubAnswerSynthesizer | class (line 29) | | | build_decomposed_response | def (line 451) |

| core.system1.py.py | System1Attractor | class (line 5) |

| core.system2.py.py | System2Simulator | class (line 6) |

| core.temporal_cloze.py.py | _wordnum_to_float | def (line 52) | | | TemporalQuantity | class (line 80) | | | parse_temporal | def (line 111) | | | _dominant_kind | def (line 155) | | | _blank_context | def (line 164) | | | solve_cloze | def (line 171) |

| core.temporal_grounding.py.py | _num | def (line 59) | | | GroundedDate | class (line 67) | | | DateGrounder | class (line 74) |

| core.temporal_reasoner.py.py | _split_sentences | def (line 36) | | | _parse_clock | def (line 42) | | | _parse_weekday | def (line 56) | | | _parse_year | def (line 63) | | | _norm_subj | def (line 76) | | | _stem | def (line 81) | | | _parse_events | def (line 90) | | | answer_temporal | def (line 118) |

| core.vsa.py.py | hrr_bind | def (line 4) | | | hrr_unbind | def (line 8) | | | cosine_sim | def (line 12) | | | VSAManager | class (line 21) | | | VSASchema | class (line 78) |

| core.working_memory.py.py | hrr_bind | def (line 5) | | | hrr_unbind | def (line 9) | | | cosine_sim | def (line 13) | | | WorkingMemorySlot | class (line 22) | | | WorkingMemory | class (line 41) |

| decoder.engine.py.py | DecoderConfig | class (line 17) | | | DecoderEngine | class (line 26) |

| decoder.predictive_coding_generator.py.py | PredictiveCodingGenerator | class (line 38) |

| graph.engine.py.py | GraphEngine | class (line 309) |

| language.basal_ganglia.py.py | BasalGangliaGate | class (line 34) |

| language.cerebellar_ngram.py.py | CerebellarState | class (line 27) | | | CerebellarNgram | class (line 36) |

| language.prefrontal_workspace.py.py | DiscourseType | class (line 21) | | | DiscourseIntent | class (line 35) | | | DiscoursePlan | class (line 49) | | | SpeechActClassifier | class (line 56) | | | QuestionSubtypeClassifier | class (line 302) | | | _normalize_contractions | def (line 455) | | | SocialIntentClassifier | class (line 491) | | | SurpriseGate | class (line 656) | | | EmergentCategoryLearner | class (line 749) | | | PrefrontalWorkspace | class (line 876) |

| language.register.py.py | RegisterController | class (line 13) |

| language.schemas.py.py | SchemaLibrary | class (line 6) | | | VSAEventSchema | class (line 176) |

| language.surface_realizer.py.py | DiscourseState | class (line 45) | | | SurfaceRealizer | class (line 58) |

| language.syntactic_cell_assembly.py.py | SyntacticFrame | class (line 24) | | | SyntacticCellAssembly | class (line 45) |

| language.verb_lexicon.py.py | _default_vector_fn | def (line 56) | | | VerbLexicon | class (line 82) |

| learn.consolidation.py.py | ReplayExperience | class (line 10) | | | HippocampalReplay | class (line 18) |

| learn.curiosity.py.py | CuriosityEngine | class (line 5) |

| nn.rlm.plasticity.py.py | Plasticity | class (line 13) |

| nn.rlm.propagation.py.py | PropagationEngine | class (line 12) |

| nn.rlm.relation_predictor.py.py | RelationPredictor | class (line 69) |

| ontology.attribute_calibration.py.py | load_fitted_theta | def (line 51) | | | calibrated_property_threshold | def (line 74) | | | ood_abstain | def (line 99) | | | _sense_for_dim | def (line 136) | | | realize_dim | def (line 144) |

| ontology.attribute_encoder.py.py | AttributeEncoder | class (line 98) | | | build_glove64_lookup | def (line 173) | | | train_from_binder | def (line 184) | | | LancasterEncoder | class (line 216) | | | train_from_lancaster | def (line 228) | | | CombinedAttributeEncoder | class (line 263) | | | load_combined_encoder | def (line 308) |

| ontology.conceptnet.py.py | _term | def (line 41) | | | _weight_of | def (line 47) | | | _accum | def (line 58) | | | ConceptNetOntology | class (line 153) |

| ontology.derived.py.py | DerivedOntology | class (line 103) |

| ontology.graph_typing.py.py | build_label_index | def (line 57) | | | _nearest_parents | def (line 72) | | | inject_conceptnet_typed_edges | def (line 118) |

| ontology.linggen.py.py | LingGenConditioner | class (line 54) | | | hrr_vary_words | def (line 166) | | | adaptive_floor | def (line 242) | | | should_use_freeform | def (line 259) |

| storage.db.py.py | CognitiveDB | class (line 9) | | | migrate_pickle_to_sqlite | def (line 239) |

| web.learner.py.py | SearchConfig | class (line 79) | | | SearchError | class (line 129) | | | SearchEngine | class (line 134) | | | WebLearner | class (line 602) |

| web.openie.py.py | Fact | class (line 105) | | | _split_sentences | def (line 117) | | | _tokenize | def (line 124) | | | _chunk | def (line 128) | | | OpenIEExtractor | class (line 139) |

| web.web_to_graph.py.py | KnowledgeGap | class (line 33) | | | WebToGraph | class (line 48) |

ravana_grace — GRACE Cognitive Core

Path: ravana-v2\src\ravana_grace/

| agent.mode_orchestrator.py.py | AgentMode | class (line 28) | | | ModeDecision | class (line 35) | | | InterviewResult | class (line 43) | | | ModeOrchestrator | class (line 55) | | | main | def (line 455) |

| agent.ravana_agent_loop.py.py | get_groq_client | def (line 48) | | | groq_complete | def (line 55) | | | research_ravana_improvements | def (line 73) | | | extract_topic | def (line 128) | | | brainstorm_evaluate | def (line 146) | | | implement_improvement | def (line 202) | | | implement_memory_improvement | def (line 218) | | | implement_hermes_feature | def (line 225) | | | implement_grounding_improvement | def (line 232) | | | implement_general_improvement | def (line 239) | | | run_tests | def (line 248) | | | build_report | def (line 297) | | | run_agent | def (line 339) | | | increment_version | def (line 409) |

| agent.test_runner.py.py | run_test | def (line 17) | | | main | def (line 34) |

| agent.version_manager.py.py | ScriptVersion | class (line 21) | | | VersionEntry | class (line 30) | | | ChangeEntry | class (line 38) | | | VersionManager | class (line 47) |

| core.active_epistemology.py.py | InformationGainMethod | class (line 22) | | | VoIConfig | class (line 30) | | | HypothesisDivergence | class (line 54) | | | ExperimentPlan | class (line 66) | | | InformationGainCalculator | class (line 75) | | | HypothesisDrivenActionSelector | class (line 202) | | | ActiveEpistemologyLayer | class (line 312) |

| core.adaptation.py.py | AdaptationConfig | class (line 15) | | | ClampExperience | class (line 34) | | | PolicyTweakLayer | class (line 46) | | | AdaptiveGovernorBridge | class (line 264) |

| core.belief_reasoner.py.py | EvidenceType | class (line 18) | | | Hypothesis | class (line 27) | | | EvidenceEvent | class (line 78) | | | BeliefConfig | class (line 94) | | | BeliefReasoner | class (line 109) |

| core.cognitive.py.py | get_runtime_mode | def (line 18) | | | configure_runtime | def (line 22) |

| core.conversational_repair.py.py | CorrectionType | class (line 27) | | | _extract_relation_type | def (line 49) | | | _parse_text_to_triples | def (line 72) | | | RepairEvent | class (line 136) | | | ConversationalRepair | class (line 149) |

| core.dialogue_context.py.py | Triple | class (line 23) | | | ActiveSubgraph | class (line 40) | | | DialogueState | class (line 261) | | | DialogueContext | class (line 271) |

| core.dual_process.py.py | ProcessingRoute | class (line 16) | | | RouteDecision | class (line 29) | | | ConflictSignal | class (line 42) | | | DualProcessConfig | class (line 60) | | | DualProcessController | class (line 84) |

| core.embedder.py.py | LearnedEmbedder | class (line 23) | | | SentenceTransformerEmbedder | class (line 139) |

| core.emotion.py.py | VADState | class (line 15) | | | VADConfig | class (line 45) | | | VADEmotionEngine | class (line 92) |

| core.empathy.py.py | EmpathyConfig | class (line 16) | | | OtherMind | class (line 27) | | | EmpathyEngine | class (line 51) |

| core.environment.py.py | HiddenDynamics | class (line 14) | | | WorldState | class (line 23) | | | EnvironmentConfig | class (line 45) | | | NonStationaryEnvironment | class (line 64) | | | WorldModelEvaluator | class (line 181) |

| core.global_workspace.py.py | GWContent | class (line 16) | | | GWConfig | class (line 27) | | | GlobalWorkspace | class (line 36) |

| core.governor.py.py | RegulationMode | class (line 15) | | | GovernorConfig | class (line 25) | | | ClampEvent | class (line 61) | | | ClampDiagnostics | class (line 73) | | | CognitiveSignals | class (line 186) | | | RegulatedOutput | class (line 204) | | | Governor | class (line 220) |

| core.human_memory.py.py | HumanMemoryConfig | class (line 35) | | | HumanMemoryRecord | class (line 90) | | | _DictGraph | class (line 126) | | | HumanMemoryEngine | class (line 181) |

| core.hypothesis_generation.py.py | HypothesisType | class (line 30) | | | GeneratedHypothesis | class (line 41) | | | GenerationConfig | class (line 88) | | | HypothesisGenerator | class (line 124) |

| core.identity.py.py | IdentityState | class (line 14) | | | IdentityEngine | class (line 39) |

| core.intent.py.py | SystemObjective | class (line 17) | | | ObjectiveState | class (line 26) | | | IntentConfig | class (line 50) | | | IntentEngine | class (line 93) | | | IntentAwareStrategy | class (line 337) |

| core.meaning.py.py | MeaningConfig | class (line 16) | | | MeaningRecord | class (line 36) | | | MeaningEngine | class (line 49) |

| core.memory.py.py | MemoryTrace | class (line 15) | | | EpisodicMemory | class (line 25) | | | SemanticMemory | class (line 46) | | | WorkingMemory | class (line 68) | | | RavanaMemorySystem | class (line 84) |

| core.memory_reconstructor.py.py | MemoryReconstructor | class (line 23) |

| core.meta2_cognition.py.py | EpistemicCritiqueType | class (line 66) | | | Meta2Config | class (line 78) | | | HypothesisSpaceAudit | class (line 105) | | | BiasAssessment | class (line 116) | | | ProbeStrategyEvaluation | class (line 127) | | | IdentityBeliefCoupling | class (line 138) | | | EpistemicEpiphany | class (line 149) | | | Meta2CognitionEngine | class (line 176) |

| core.meta2_integration.py.py | Meta2GenerationConfig | class (line 18) | | | Meta2IntegratedGenerator | class (line 32) |

| core.meta_cognition.py.py | EpistemicMode | class (line 20) | | | ProbeResult | class (line 29) | | | ReasoningQualityMetrics | class (line 40) | | | MetaCognitiveConfig | class (line 50) | | | ReasoningQualityTracker | class (line 70) | | | ConfidenceCalibrator | class (line 132) | | | BiasDetector | class (line 188) | | | MetaCognition | class (line 242) |

| core.occam_layer.py.py | OccamConfig | class (line 19) | | | HypothesisScore | class (line 41) | | | OccamLayer | class (line 61) | | | DisciplinedBeliefSystem | class (line 249) |

| core.planning.py.py | SimulatedFuture | class (line 17) | | | PlanningConfig | class (line 27) | | | MicroPlanner | class (line 62) |

| core.predictive_world.py.py | WorldModelConfig | class (line 15) | | | PredictedState | class (line 36) | | | AnomalyEvent | class (line 54) | | | LearnedWorldModel | class (line 72) | | | FalseWorldTester | class (line 342) |

| core.reality_friction.py.py | FrictionType | class (line 46) | | | NoiseConfig | class (line 57) | | | DelayConfig | class (line 66) | | | PartialObsConfig | class (line 75) | | | NonStationaryConfig | class (line 83) | | | ResourceConfig | class (line 92) | | | RealityFrictionConfig | class (line 101) | | | ObservedState | class (line 118) | | | DelayedFeedback | class (line 130) | | | FrictionMetrics | class (line 141) | | | HiddenVariableModel | class (line 168) | | | RealityFrictionLayer | class (line 239) |

| core.resolution.py.py | ResolutionEvent | class (line 15) | | | ResolutionMemory | class (line 32) | | | ResolutionEngine | class (line 82) |

| core.runtime.py.py | RuntimeMode | class (line 19) | | | get_runtime_mode | def (line 28) | | | configure_runtime | def (line 36) |

| core.sleep.py.py | SleepStage | class (line 18) | | | DreamPerturbationType | class (line 28) | | | SleepConfig | class (line 36) | | | SleepRecord | class (line 76) | | | SleepConsolidation | class (line 90) |

| core.social_epistemology.py.py | AgentType | class (line 37) | | | ConflictType | class (line 47) | | | TrustUpdateReason | class (line 56) | | | AgentBelief | class (line 67) | | | TrustScore | class (line 90) | | | BeliefConflict | class (line 159) | | | ConsensusBelief | class (line 178) | | | SocialEpistemicConfig | class (line 192) | | | SocialEpistemologyEngine | class (line 217) |

| core.state.py.py | CognitivePhase | class (line 14) | | | CognitiveState | class (line 22) | | | StateManager | class (line 65) |

| core.strategy.py.py | ExplorationMode | class (line 15) | | | ModeSelection | class (line 24) | | | StrategyConfig | class (line 33) | | | BehavioralContext | class (line 63) | | | StrategyLayer | class (line 86) |

| core.strategy_learning.py.py | ModeOutcome | class (line 17) | | | LearningConfig | class (line 39) | | | StrategyLearningLayer | class (line 56) | | | StrategyWithLearning | class (line 293) |

| core.surgical_probes.py.py | ProbeType | class (line 15) | | | ProbeOutcome | class (line 27) | | | ProbeExperiment | class (line 38) | | | SurgicalProbeConfig | class (line 48) | | | SurgicalProbeSelector | class (line 69) |

| core.vector_index.py.py | SharedVectorIndex | class (line 18) |

| dev_mode_test.py.py | _ensure_paths | def (line 15) | | | _import_governor | def (line 23) | | | test_module_installed | def (line 32) | | | test_dev_path | def (line 41) | | | test_dev_flag | def (line 51) | | | main | def (line 61) |

| dialogue.dialogue_engine.py.py | DialogueEngineConfig | class (line 40) | | | DialogueTurnRecord | class (line 91) | | | DialogueEngine | class (line 105) |

| interface_agent.scripts.interview_mode.py.py | InterviewMode | class (line 21) |

| interface_agent.scripts.llm_interpreter.py.py | LLMInterpreter | class (line 19) |

| interface_agent.scripts.memory_learner.py.py | LearnedLesson | class (line 24) | | | ProceduralSequence | class (line 40) | | | MemoryLearner | class (line 53) |

| interface_agent.scripts.prompt_composer.py.py | _state_frame | def (line 97) | | | _mode_tone | def (line 118) | | | PromptComposer | class (line 132) |

| interface_agent.scripts.ravana_agent.py.py | RavanaAgent | class (line 37) | | | main | def (line 289) |

| interface_agent.scripts.ravana_wrapper.py.py | RavanaWrapper | class (line 24) |

| interface_agent.scripts.reality_grounding.py.py | NewsItem | class (line 24) | | | NewsMDPScenario | class (line 58) | | | NewsToMDPPipeline | class (line 110) | | | RealityGrounding | class (line 402) |

| interface_agent.scripts.telegram_reporter.py.py | ReportFormat | class (line 13) | | | TelegramReporter | class (line 20) |

| interface_agent.scripts.version_manager.py.py | get_db | def (line 19) | | | init_db | def (line 25) | | | compute_checksum | def (line 66) | | | get_script_versions | def (line 74) | | | record_version | def (line 98) | | | get_latest_version | def (line 126) | | | get_context | def (line 139) | | | save_context | def (line 157) | | | add_changelog | def (line 170) | | | get_changelog | def (line 185) | | | get_pending_improvements | def (line 196) | | | mark_tested | def (line 204) | | | detect_changes | def (line 214) |

| probes.constraint_stress.py.py | run_constraint_stress | def (line 13) |

| probes.exploration_pressure.py.py | run_exploration_probe | def (line 15) |

| probes.learning_signal.py.py | run_learning_probe | def (line 15) |

| research.core_k0.agent_loop.py.py | AgentAction | class (line 11) | | | AgentState | class (line 19) | | | K0Config | class (line 51) | | | MinimalAgent | class (line 68) |

| research.core_k0.agent_loop_k1.py.py | AgentAction | class (line 12) | | | K1AgentConfig | class (line 20) | | | AgentState | class (line 30) | | | K1Agent | class (line 59) |

| research.core_k0.agent_loop_k1_2.py.py | AgentState | class (line 20) | | | K1_2_Agent | class (line 44) |

| research.core_k0.agent_loop_k1_3.py.py | ExplorationMode | class (line 24) | | | AgentState | class (line 32) | | | K1_3_Agent | class (line 77) |

| research.core_k0.agent_loop_k2.py.py | ExplorationMode | class (line 20) | | | ActionOutcome | class (line 28) | | | PolicyWeights | class (line 42) | | | AgentState | class (line 62) | | | K2_Agent | class (line 142) |

| research.core_k0.agent_loop_k3.py.py | StrategyMode | class (line 24) | | | ContextTransition | class (line 38) | | | TrajectoryPattern | class (line 54) | | | K3_Agent | class (line 103) |

| research.core_k0.agent_loop_k3_belief.py.py | SignalHistory | class (line 34) | | | K3_Belief_Agent | class (line 53) |

| research.core_k0.checkpoint.py.py | CheckpointManager | class (line 12) |

| research.core_k0.debug_agent_state.py.py | inspect_agent_state | def (line 13) |

| research.core_k0.env_scheduler.py.py | EnvironmentScheduler | class (line 10) |

| research.core_k0.long_horizon_stability_test.py.py | EpisodeMetrics | class (line 30) | | | PhaseMetrics | class (line 52) | | | LongHorizonStabilityTest | class (line 70) | | | main | def (line 488) |

| research.core_k0.long_horizon_stability_test_v2.py.py | EpisodeRecord | class (line 33) | | | PhaseSummary | class (line 51) | | | LongHorizonStabilityTest | class (line 67) | | | main | def (line 396) |

| research.core_k0.metrics.py.py | RavanaMetrics | class (line 10) |

| research.core_k0.run_k0_test.py.py | main | def (line 14) |

| research.core_k0.run_k1_1_test.py.py | main | def (line 15) |

| research.core_k0.run_k1_2_multi.py.py | run_single_life | def (line 24) | | | analyze_multi_episode | def (line 113) | | | main | def (line 199) |

| research.core_k0.run_k1_2_test.py.py | run_k1_2_test | def (line 16) |

| research.core_k0.run_k1_test.py.py | main | def (line 15) |

| research.core_k0.run_k3_research_suite.py.py | run_full_research_suite | def (line 20) |

| research.core_k0.test_k1_3.py.py | run_single_agent | def (line 18) | | | run_multi_test | def (line 86) |

| research.core_k0.test_k2_breakers.py.py | test_environment | def (line 23) | | | run_k2_breaker_test | def (line 61) |

| research.core_k0.test_k2_learning.py.py | run_single_episode_run | def (line 18) | | | run_learning_test | def (line 58) |

| research.core_k0.test_k2_robustness.py.py | PerturbedResourceEnv | class (line 20) | | | AdversarialResourceEnv | class (line 79) | | | run_single_episode_run | def (line 109) | | | test_1_environment_perturbation | def (line 145) | | | test_2_adversarial_runs | def (line 189) | | | test_3_cold_start_robustness | def (line 225) | | | test_4_long_horizon_stress | def (line 267) | | | run_all_robustness_tests | def (line 304) |

| research.core_k0.test_k3_exp1_isolation.py.py | K3_Isolated_Agent | class (line 29) | | | test_belief_isolation | def (line 48) |

| research.core_k0.test_k3_exp2_coupling.py.py | K3_Coupled_Agent | class (line 25) | | | test_coupling_threshold | def (line 70) | | | run_coupling_sweep | def (line 108) |

| research.core_k0.test_k3_exp3_metastability.py.py | K3_Coupled_Agent | class (line 29) | | | MetaStabilityMonitor | class (line 38) | | | K3_MetaStable_Agent | class (line 113) | | | test_metastability_vs_fixed | def (line 211) |

| research.core_k0.test_k3_regime_shift.py.py | RegimeShiftEnv | class (line 23) | | | run_regime_shift_test | def (line 56) | | | test_regime_shift_adaptation | def (line 123) |

| research.core_k0.test_k3_trajectory.py.py | run_single_trajectory_run | def (line 23) | | | test_k3_trajectory_advantages | def (line 106) |

| research.core_k0.test_latent_regime.py.py | run_single_run | def (line 20) | | | test_latent_regime | def (line 73) |

| research.core_k0.verify_formula.py.py | verify_dissonance_formula | def (line 16) | | | verify_identity_formula | def (line 86) |

| research.experiments_k0.classroom_env.py.py | ClassroomEnv | class (line 15) |

| research.experiments_k0.deceptive_env.py.py | DeceptiveStateEnv | class (line 28) |

| research.experiments_k0.delayed_env.py.py | DelayedRewardEnv | class (line 26) |

| research.experiments_k0.latent_regime_env.py.py | LatentRegime | class (line 21) | | | LatentRegimeEnv | class (line 27) | | | K2_Baseline | class (line 201) |

| research.experiments_k0.resource_env.py.py | HiddenRegime | class (line 15) | | | ResourceSurvivalEnv | class (line 23) |

| scripts.classroom_data_pilot.py.py | ClassroomPilot | class (line 21) |

| scripts.consolidate_research.py.py | consolidate_research_package | def (line 8) |

| scripts.generate_student_data.py.py | generate_synthetic_student_data | def (line 7) |

| training.pipeline.py.py | TrainingConfig | class (line 16) | | | TrainingPipeline | class (line 29) | | | main | def (line 178) |